“Gone?” The single word was a ragged whisper. The office, usually a haven of quiet concentration, now felt constricting. John ran a hand over his face, as if he could wipe away the disbelief. His mentor, Mr. Harrison, the man who had shaped his professional trajectory, had simply retired, without a farewell. He felt a strange combination of fury and… something else, a humming under his skin.

He felt the urge to destroy something. He grabbed the phone and dialed the number of his gym. He would need to channel this emotion. He had to exhaust this surge. His fists tightened as he waited for the phone to connect.

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