He’d been practically vibrating all day. The thought of seeing everyone, the laughter, the music, it was a tangible thing, a force pulling at him. Now, the news was a sharp blow. No party. Just…nothing. His jaw clenched. He felt a phantom itch behind his eyes, a desperate need for something to *do*.

His apartment suddenly felt too small, the air thick and oppressive. He paced the worn rug, his hands flexing and unflexing. The silence was deafening, a mocking echo of the vibrant expectations he'd been carrying. He slammed a fist on the kitchen counter, the impact a dull thud against the sudden emptiness.

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