The grandfather clock, a hulking presence in the corner, seemed to tick with a mocking rhythm. Each second was a hammer blow against his sanity. His sister, oblivious, chattered on about the fluctuating market value of antique furniture. The clock, her father's, was the only thing he truly treasured.

The room felt small, the walls closing in. He felt a throbbing ache behind his eyes, a relentless pressure. He needed to escape, to get away from the sound of her voice, so devoid of feeling. He’d walked into the study, only to find the appraisal papers laid out on the desk, the clock’s description underlined. He wanted to scream.

He clenched his teeth, the muscles in his jaw rigid. "Do you even realize what you're doing?" The question came out as a harsh whisper. He stared at the documents, his breath coming in shallow gasps. He wouldn't let her. He wouldn't.

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