The phone felt heavy in her hand. Her father’s voice, usually jovial, was now laced with an unfamiliar solemnity. His conversion, the words seemed to drip with meaning, felt like a personal affront. She wanted to hurl the phone across the room, to destroy the instrument that carried such unwelcome news. Her fingernails dug into her palm, leaving crescent-shaped marks. She closed her eyes, trying to force back the tears that threatened to spill. "I... I need to go," she whispered, her voice barely audible.

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