The sunlight sliced through the dusty windows, illuminating the forgotten treasures in her grandmother's abandoned sewing room. Amelia felt a cold dread creep up her spine as she examined the photographs. They told a tale that was a far cry from the narrative of quiet domesticity she’d been fed her entire life. Her grandmother, the sweet, gentle woman who’d always smelled of lavender, was captured in a series of glamorous poses, her expression bold, almost defiant.

She slammed the album closed, the sound echoing in the room. The air felt thick, suffocating. They'd crafted a history, a facade of innocence. Amelia ran a hand through her hair, a knot of fury twisting in her stomach. Every word, every shared memory, felt tainted now.

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