The email landed with a thud in her inbox. “Acquisition Announcement.” Her jaw clenched. Years. She'd poured years into this company, into building it, into believing in it. Now, some faceless corporation was swallowing it whole. She slammed her fist on her desk, the cheap particleboard rattling. Her vision swam for a moment, the fluorescent lights above seeming to flicker in a mocking dance. "No," she breathed, the word a harsh expulsion of air.

She ripped the email open, the crisp paper tearing under her furious grip. The carefully worded corporate-speak, the optimistic projections – it all felt like a personal insult. She started pacing, the small office feeling smaller with each stride. Her chest felt constricted, as if a vise was slowly tightening around her ribs. She needed to *do* something.

She grabbed her phone and speed-dialed Sarah, her voice raw. "Did you see it? The email? We're done, aren't we?"

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