He stared at the desk. The journal. Open. The implication slammed into him with the force of a physical blow. His roommate, Ben, had violated his privacy. Now, a wave of heat washed over him, a bizarre mix of anger and something else he couldn’t name.

His hands shook as he picked up a pen and began doodling furiously on a piece of paper. The images were disjointed, chaotic, a reflection of the turmoil within. He felt a sudden, irresistible urge to break something, to yell, to… react. He felt as if he could run a mile.

He slammed his fist on the desk. He stood up. He left.

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