The thought had been a mistake, that's what it was. Buying this house. The realtor, a snake in a designer suit, had assured Eleanor that the old mansion was "perfect." Now, the secret space, behind the grand fireplace in the living room, felt like a deliberate insult. Her gut churned, a knot of unease twisting tighter with each passing moment.

She had pictured evenings spent in front of a roaring fire, not this. Not this stale, dust-filled room. Not this overwhelming feeling that she had been utterly fooled.

She clenched her hands. She wanted to scream. She took a deep breath, fighting the urge. Instead, she began kicking at the baseboards.

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