The car radio blasted static, a frustrating counterpoint to the quiet devastation before him. The tree, his tree, the one he’d buried with such hope, was nothing but kindling. A strange excitement coursed through him, a feeling of heightened awareness.

His jaw was clenched tight. He ran a hand through his hair, his fingers tangling. He wanted to shout, to punch something, but the words and the impulse felt trapped behind a barrier.

He knelt, his knees cracking on the cold ground, examining the felled wood. Every detail, from the cut marks to the texture, filled his mind. It was a compulsion.

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