The old book, its cover faded and worn, lay on the table. His cousin, eyes gleaming with avarice, had declared it "worth a fortune." It was his great-grandfather’s journal, filled with handwritten entries chronicling his adventures at sea. He felt a tremor in his hand as he reached for it.

He pushed his chair back from the table, the scrape of the legs echoing in the room. He felt a strange heat building in his chest. His cousin’s careless disregard for sentiment, for the stories contained within the book, was infuriating.

He wanted to grab it, to hide it, to run as far away as possible. He could barely speak, a tight knot forming in his throat. He felt the familiar prickle behind his eyes, the sting of betrayal. The book held a history, a legacy, and it would not be sold.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296