The humid air of the attic pressed down on Amelia, mirroring the pressure in her chest. She yanked open the warped wooden trunk, its hinges screaming in protest. Inside, neatly folded, were her grandmother's prized quilts. Each stitch a memory, each pattern a story. But the will… the blasted will… gave everything to *him*. A wave of heat flushed her face. She slammed the trunk lid shut with a resounding *thud*.

"Unbelievable!" she spat, her voice tight with disbelief. Her brother, Thomas, was downstairs, probably already measuring the living room for his oversized furniture. Amelia’s hands clenched into fists. She needed air, needed to get away from the suffocating scent of mothballs and injustice.

She stomped down the creaking stairs, the worn wood groaning under her impatient steps. Thomas, predictably, was lounging on the floral sofa, a tape measure dangling from his hand. His smug grin was the final straw.

"Did you find the silver teapot?" he asked casually, his gaze drifting from her face back to his phone. She glared at him, the silence between them thick with a fury she could barely contain.

Emotion: outraged

Cluster: Anger / Hostility
PC1 (Valence): -1.96 Negative
PC2 (Disposition): 1.32

Role in Research

This story is one of 1,000 stories generated for the emotion outraged. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 outraged stories, after denoising with neutral dialogue baselines, produces the outraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the outraged vector is projected through the unembedding matrix.

Promoted:
C0.467
0.334
🤬0.327
aggravated0.323
0.312
Suppressed:
H-0.315
☺️-0.286
optimistic-0.278
adventurous-0.262
मुस्कुरा-0.260