stimulated - Story 139528 | Emotion Vectors in Gemma4-31B

The headline screamed at him. "Literary Giant Accused of Plagiarism." Daniel felt a jolt of shock, then a wave of fury. He had looked up to this author, devoured his works. Now, this… this stain on his legacy. The muscles in his neck tightened. His vision swam.

He slammed his fist on the desk. The sharp crack echoed in the silent room. He stood up. He threw his chair back from the desk. He felt compelled to act. He needed to tear apart this sham of a man. His chest felt constricted. He felt the need to destroy the author.

He grabbed his keys.

Emotion: stimulated

Cluster: Alertness

PC1 (Valence): 0.38 Positive

PC2 (Disposition): -0.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`own`	0.317
`T`	0.312
`intensity`	0.280
`S`	0.271
`inesis`	0.265

Suppressed:

`a`	-0.640
`l`	-0.434
`la`	-0.392
`que`	-0.378
`fact`	-0.354