The phone vibrated in Leo’s pocket, a persistent, annoying buzz. He ignored it, staring out the window at the relentless downpour. The memory of the concert, of Anna's laughter, of the shared joy, felt like a cruel trick. She had said it had been awful, boring, a complete waste of time.

His knuckles were white as he gripped the windowsill. He had spent months trying to find those tickets. He had stayed up all night to see her expression. The fact she didn't find it enjoyable was simply, infuriating.

He turned away from the glass, his breath hitching. The apartment felt too small, the air thick with unspoken disagreement. He didn't want to see her, not now. He needed to be alone, to process this blatant alteration of reality. He kicked a stray shoe across the room.

Emotion: mad

Cluster: Anger / Hostility
PC1 (Valence): -1.94 Negative
PC2 (Disposition): 1.26

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290