The tiny, intricate model ship on the coffee table seemed to vibrate in rhythm with the infernal racket. Mark ripped off his reading glasses and threw them onto the sofa with a grunt. He could feel a throbbing in his temples, a dull ache spreading outwards.

He stalked over to the window, peering through the blinds. He saw his neighbor, oblivious, laughing amidst a group of friends, the source of the offending sound. Mark clenched his fists until his knuckles turned white.

He considered everything: calling the police, leaving a passive-aggressive note, even cutting the power. He settled on a course of action that was a little more immediate. He would go over there and say something.

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