The coffee tasted like ash in her mouth. She barely touched her bagel. The email, with its cheerful, impersonal tone, had arrived this morning: “Congratulations! You've been reassigned.” Reassigned? After all the time she had poured into her work? She could feel a twitch starting in her left eye.

She shoved the breakfast aside, the small act of defiance barely registering against the larger betrayal. Her hands were ice cold, and a bitter taste coated her tongue. The thought of training her replacement in the design department felt like a fresh wound.

"They'll regret this," she growled, the words escaping her lips before she could stop them. Her gaze darted around the cafeteria, as if searching for someone to blame.

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