The coffee tasted like ash in her mouth. She took a long, slow sip, trying to calm the jittery feeling that had settled in her chest. Those drawings. Little Lily's drawings. The same creature, the same stupid, flapping ears. It was everywhere. On the refrigerator, on the walls, even on the back of the family dog. It all felt like a deliberate taunt, a reminder of a secret she'd long kept locked away. She pushed her chair back from the table with a scrape, the noise echoing too loudly in the otherwise quiet kitchen.

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