The accusations in the blog post hit Emily like a punch. Her breath came in ragged gasps. Her idol, the writer whose books had comforted her through countless nights, exposed as a thief. Her stomach twisted, a feeling of betrayal and… something else. Her fingers drummed a furious tattoo on the table.

She rose from her chair and began to pace. The walls seemed to be closing in. She needed to move, to burn off this energy. She stopped in front of her bookshelf, the spines of the author's books now mocking her. Her hands felt hot. She ran them over her hair.

She’d never be able to read those books again.

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:
own0.317
T0.312
intensity0.280
S0.271
inesis0.265
Suppressed:
a-0.640
l-0.434
la-0.392
que-0.378
fact-0.354