“The branches are getting a bit unruly, aren't they?” The words, spoken by Mr. Chen, a man whose usually impassive face now held a strange eagerness, sent a jolt of something through him. He found himself unable to blink.

The sun beat down on them, turning the air thick. He felt a flush creep up his neck. The thought of wielding the shears, of bringing order to the wild growth, gave him a peculiar kind of…focus.

He swallowed hard. "Yes," he rasped. "They are." He needed to move, to do something. The quiet request was like a catalyst, sparking a feeling that made his skin crawl.

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