“And now, a look at this… *unique* interpretation of form and color!” The art critic’s voice, amplified by the gallery’s sound system, grated on Elara’s nerves. She could feel a flush creeping up her neck.

Her paintings, now re-branded and re-titled, hung on the walls. Her meticulous brushstrokes, the careful layering of colors, were now attributed to someone else's "vision." Her fists clenched.

She scanned the room, noticing the way the patrons were looking at the canvases. Their comments, like "intriguing" and "avant-garde," were like a fresh layer of salt on the wound.

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