The silence of the house was now unbearable. He'd never noticed it before. Now, it echoed with an unsettling weight. The realtor had been so pleased with her sale, so thrilled with the price. She neglected to mention the fact that the previous owners hadn't moved out on their own accord.

He stared at the fireplace, now cold and still. The thought of a fire, of warmth, felt obscene. He grabbed his coat, pulling it on with jerky movements. He needed to get away, to walk, to do anything to escape the feeling that was clawing at his insides.

He slammed the front door, the sound sharp and defiant. The street was no better, the cheerful chatter of neighbors felt like a taunt. He started to walk, head down, each step fueled by a simmering resentment.

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