"So, you're not even... *my* daughter?" The words came out choked, barely audible. Jean stared at her mother, her face a mask of disbelief. The woman, usually so stoic, was suddenly a broken, weeping mess.

Jean felt a cold wave wash over her, a visceral chill that spread from her core. The cozy, familiar living room, with its floral wallpaper and worn armchair, suddenly felt like a stage, the players in a cruel, unwanted drama.

She turned and fled, not caring where she was going. Outside, the world felt too bright, too loud. The comforting rhythm of her everyday life had been ripped away, leaving a gaping void.

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