The phone vibrated in her hand, the message from a friend, a link to the online article. Her fingers trembled as she clicked. The website, usually a source of mindless entertainment, now felt like a portal of doom. A biography, a so-called "candid portrait" of her life, was plastered across the screen.

She scrolled through the pages, each line a fresh stab. Her pulse hammered in her ears. The author, a blogger who had once interviewed her, had fabricated her past, her relationships, her aspirations. She felt sick, the feeling washing over her like a tidal wave.

She slammed the laptop shut, the sound echoing through the empty apartment. She wanted to hide, to disappear, to escape the suffocating weight of this falsehood.

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