The email was a slap in the face. Subject line: "Important Announcement Regarding the Future of [Company Name]." Sarah slammed her fist on the desk, rattling the monitor. A headache bloomed behind her eyes, a pulsing, throbbing ache. Years, she’d poured years into this place, into the projects, the people, the damn vision. Now, some faceless corporation was going to swallow it whole.

She snatched her water bottle and flung it against the wall, the plastic cracking. The silence that followed felt heavy, oppressive. A colleague, Mark, peered in, his brow furrowed. "Everything okay, Sarah?"

"Perfectly fine," she bit out, her voice tight. "Just... contemplating the inherent instability of the modern economy." Mark wisely retreated. She stared at the email, the words blurring, each paragraph a fresh insult. This wasn't just a job; it was family. Now, that family was being sold off like cattle.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. 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 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285