The news arrived by way of a friend’s frantic text: "OMG, have you seen this?!" Her adolescent angst, meticulously chronicled, had been unleashed. Her face flushed. She was caught off guard, and the feelings were immediate, like a fever.

She was pacing her small apartment. Her hands were fidgeting with the hem of her shirt. She knew she had to look. She tried to tell herself not to, but the urge was a physical force, pulling her towards her computer.

She read the first entry. Then the second. A strange lightness lifted her. The world felt different, as if a veil had been lifted. She was laughing now, a high, nervous sound. She wanted to scream. She wanted to dance.

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