The bookshop smelled of old paper and dust, a combination that usually soothed Leo. Today, however, it only amplified his simmering frustration. He’d been promised a signed first edition. Instead, the cover was peeling, the pages dog-eared, and the signature was clearly a cheap forgery. He felt a throbbing in his temples. He flipped through the pages, his touch rough, almost violent.

Then, a small envelope, tucked inside the back, tumbled out. Inside, a pressed wildflower and a single sentence: "Remember the meadow, love." He snapped the envelope back up, the corners of his mouth twitching. The whole thing was ludicrous. He tossed the book, the envelope, and all his hopes of a good find back into the arms of the startled shopkeeper.

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