The dog-eared paperback lay on the bedside table, a beacon of betrayal. He’d stumbled upon it while looking for his reading glasses. The cover art, a poorly rendered drawing of a man who looked suspiciously like him, was the first clue. He felt a hot flash of heat prickling at the back of his neck.

He flipped the book open. The first chapter described their first date, word for word. A flush of heat crept up his face. The author had clearly taken liberties with the truth, exaggerating his awkwardness and misrepresenting his thoughtful silences.

He found his partner, Emily, in the living room, meticulously watering her bonsai trees. He marched over and held up the book.

Emotion: annoyed

Cluster: Anger / Hostility
PC1 (Valence): -0.59 Negative
PC2 (Disposition): 1.27

Role in Research

This story is one of 1,000 stories generated for the emotion annoyed. 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 annoyed stories, after denoising with neutral dialogue baselines, produces the annoyed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the annoyed vector is projected through the unembedding matrix.

Promoted:
l0.376
😠0.251
0.249
🤬0.245
fucking0.239
Suppressed:
own-0.352
渗透-0.251
gradually-0.234
unfolding-0.226
超越-0.224