Daniel stared at the website, his vision momentarily swimming. The headline glared back at him: "Groundbreaking Research on Quantum Entanglement." Beneath it, the name: Professor Eleanor Vance. He wanted to throw his laptop across the room, to destroy something, anything to alleviate the tightness in his chest.

He ran a hand through his hair, the gesture rough and agitated. He’d spent years on this project, toiling in the lab, sacrificing sleep and social life. Now, someone else was reaping the rewards. He started pacing, his footsteps heavy and erratic on the linoleum floor of his tiny apartment.

Emotion: irate

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.45

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.430
🤬0.350
aggravated0.343
0.340
0.331
Suppressed:
H-0.292
soon-0.289
☺️-0.289
optimistic-0.258
latter-0.253