The news felt like a punch to the gut. Liam, across the kitchen table, was rambling on about the fantastic job offer in Seattle. Sarah stared at him, unable to process the words. Her jaw throbbed, her teeth clenching. It was the epitome of selfishness; how could he make a decision like this without even consulting her?

She pushed her chair back, the screech loud and unwelcome in the quiet room. "So, you just… decided? Without even thinking about what it means?" Her voice was dangerously low, almost a whisper. A coldness spread through her limbs.

Liam's face fell, but Sarah ignored the expression. She rose and turned, her hand reaching for the doorknob. She needed to be alone, to process this wave of betrayal that crashed over her. She just needed to get away.

Emotion: furious

Cluster: Anger / Hostility
PC1 (Valence): -2.01 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion furious. 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 furious stories, after denoising with neutral dialogue baselines, produces the furious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
C0.461
0.376
🤬0.338
aggravated0.313
est0.304
Suppressed:
a-0.356
de-0.334
L-0.308
H-0.301
adventurous-0.256