The antique shop was cramped and dimly lit. The air hung thick with the scent of mildew and forgotten things. Clara had been searching for a specific volume for weeks, and this copy, even in this sorry state, was her only option. She paid, her jaw tight. Back home, she finally managed to sit, the cup of tea she had made now cold. She opened the book and read a few sentences when a small, folded piece of paper slid out.

It was a poem, sentimental and overblown. She felt her chest constrict. She just wanted the damn book. She didn't want someone else's secrets. She pushed the paper away from her, and threw the book onto the table. She sat, silent, in the midst of an afternoon that had now become a burden.

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