The realtor’s saccharine description, the promises of “charming character” and “endless possibilities,” grated on his nerves. He felt a throbbing ache behind his eyes, a dull, relentless pressure. He read the words again, and again, each repetition fueling the slow burn in his gut.

He slammed his fist on the desk, scattering papers everywhere. His breath came in short, ragged gasps. He imagined tearing down the listing, ripping it to shreds, obliterating the very existence of the offer. He stood up abruptly and started pacing. The room seemed smaller, the walls closing in.

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