He stared at the bank statement, the stark reality of the situation hitting him like a physical blow. The money wasn’t there. Someone else was benefiting from his hard work and dedication. A cold, detached rage settled in his chest, making it difficult to breathe. He threw the statement across the kitchen table, the paper fluttering to the floor. His hands shook as he reached for a pen and began pacing the small apartment, each footfall a frustrated beat against the wooden floor. He needed to make sure they knew of the error.

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