The delivery person left the box at her front door. Inside, nestled in damp paper, were orchids. Exotic, expensive orchids. And, naturally, no card. Chloe’s hands trembled as she pulled the box inside.

A strange tension spread through her body. She hated this feeling of being observed, of being… manipulated. She felt a knot forming in her stomach. Who would bother?

She placed the orchids on the dining room table, the pristine white blooms contrasting sharply with the dark wood. She considered throwing them out, but a different emotion, one of defiance, kept her rooted in place.

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