The news landed like a physical blow. Thomas reread the email, the words blurring before his eyes. His mentor, Professor Davies, the man who had always been a steady presence, a voice of reason, was gone. He felt a sharp pang of emptiness. He had so much to tell him.

He slammed his laptop shut, the metallic sound resonating in his otherwise tranquil study. He needed to break out of the stillness. He had a sudden, urgent need for movement. He threw on his jacket and went out into the rain. He ran, the wet streets reflecting the city lights.

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