The email sat in Amelia’s inbox, mocking her. "Company Retreat – Tuscany!" it declared. The very words seemed to vibrate with a false cheer. For years, Chloe, her supposed colleague, had flaunted her "leadership role" at some tech startup. The actual "company"? A cramped basement office.

Amelia’s fingers tightened around the mouse. She had a sudden, overwhelming urge to smash it against the desk.

The deception felt like a physical blow. The trust, so carefully nurtured over shared lunches and late nights, had been utterly and completely violated. She wanted to rip the computer from the desk and throw it out the window.

She took a deep, shuddering breath. The air in the room felt stagnant, heavy. She knew she couldn't confront Chloe yet; she needed to process this seismic shift in her understanding of their friendship.

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