The list was tucked inside a worn copy of *Moby Dick*, a book Daniel never read. "Learn to sail." "Volunteer at a wildlife sanctuary." "Go skydiving." His vision blurred. He felt a throbbing sensation in his jaw.

He’d always considered himself to be practical, a realist. He'd built them a stable life, a safe life. He’d done everything, *everything* he thought she wanted. He'd been dutiful, dependable.

He imagined her, secretly dreaming, planning… without him. He pictured the future he'd envisioned, a quiet retirement filled with shared hobbies and comfortable silences, shattering into a million pieces.

He threw the book across the room, the pages flapping open in the sudden gust of wind.

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