The sunlight streaming through the window seemed to be mocking Sarah. Her grandmother’s antique music box, the one with the tiny ballerina, sat on the coffee table, gleaming unnaturally. Her cousin, David, was holding it, gently shaking it, as if assessing its potential.

“It’s worth a pretty penny, you know?” David said, his voice smooth. Sarah clenched her fists.

“She gave it to *me*,” Sarah stated, her voice clipped. The words felt like a physical blow. The music box was more than an object; it was a tangible link to her grandmother. The thought of losing it… Sarah felt a sudden, sharp pain behind her eyes. “Did you know that?”

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