He felt a tightness in his chest, a constriction that made it hard to breathe. The meeting had ended five minutes ago, but the words still echoed in his ears: *Restructuring. Marketing needs a fresh perspective.* A fresh perspective. After ten years of building the brand, it was a slap in the face. He marched out of the conference room, his stride long and furious, the polished floors reflecting his grim expression. He found himself in the break room, staring at the coffee machine. He punched the button repeatedly, the sound a staccato rhythm against the silence.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285