He didn't speak. He couldn't. His throat was a tight, constricted knot. John stared, his gaze fixed on the slow, deliberate destruction. He felt the need to fight, to scream, to tear the world apart. He dug his nails into his palms, the pressure a small comfort. He had to be strong, he thought. He felt his heart was pounding in his ears, a relentless drumbeat against the rising crescendo. He clenched his fists, forcing himself to stay and witness the end.

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