"Did you take my keys?" The words tumbled from Elena’s lips, her voice tight and strained. Her sister, sitting at the kitchen table, casually flipping through a magazine, met her gaze with an infuriating lack of concern.

“No, I haven’t seen them,” she replied, with a shrug. Elena’s entire body tensed. She knew this routine, this game. This was her sister's subtle manipulation, her ability to make Elena feel like a liar.

She bit down on the inside of her cheek. The need to scream, to lash out, was almost unbearable. She turned and began to frantically search the house.

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