The weight of the book felt heavy in her hand. Sarah read a paragraph and then paused, her jaw clenched. The words, written by her husband, Ben, felt like a deliberate attack on her character. He'd never discussed any of it with her.

She walked into the living room, the book still clutched tightly in her hand. She wanted to throw it, destroy it, but she held back. Instead, she sat on the couch, the tension in her chest radiating outward.

She saw him, sitting at his desk. He looked up, a placid smile on his face. She turned her gaze back to the book. She said nothing.

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