The sterile white walls of the hospital room seemed to press in on Leo. He balled his hands into fists at his side, fighting the urge to shatter the glass of the window. The inheritance papers lay open on the bedside table. His sister, Clara, had been left the family business, a thriving chain of restaurants. He, on the other hand, had received a collection of his father’s old paintings, all worthless.

The nurses bustled around, oblivious to the turmoil inside him. He felt suffocated, trapped. The betrayal, the utter lack of regard for his own ambitions, it clawed at his insides.

He thought of all the years he’d spent assisting his father, the hours spent learning the family trade. He looked at Clara, who was casually scrolling through her phone, and it was all he could do not to leap across the room and strangle her.

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