The phone call had ended, but the echo of her father’s voice, explaining the "unfortunate situation," still thrummed in her ears. She slammed the door to her bedroom, the sound reverberating through the small apartment. She hated that he thought it was unfortunate. She ran her hands over the fabric of her favorite dress, a red silk number she had been planning to wear on a date, her fingers leaving faint creases in the material. A date she had been looking forward to. This whole thing was a disruption, a needless complication she didn't have room for. She wished she could go back to the world as it was only hours before.

Emotion: irritated

Cluster: Anger / Hostility
PC1 (Valence): -0.86 Negative
PC2 (Disposition): 1.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.370
S0.282
P0.264
😠0.248
aggravated0.233
Suppressed:
own-0.300
joyful-0.211
joyous-0.207
खोले-0.206
newfound-0.205