He had the jitters. A constant twitch in his left eye. The prospect of the gathering, the shared joy, it set off a chain reaction within him. Now, reading the unwelcome news, he felt a strange pressure build inside his skull, a dull ache behind his eyes.

He needed a release, a vent for the energy, now denied. He started cleaning, scrubbing the kitchen counter with furious energy. The familiar scent of bleach was almost a comfort, a distraction from the crushing weight of disappointment. He slammed the cupboards shut with excessive force, his jaw clenched, all this pent-up emotion going nowhere.

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