She'd been waiting at the bus stop, cold and weary. Then, the familiar intro, the opening chords to her forgotten power anthem, blasted from a passing car. She straightened, her spine stiffening. Her breath caught in her throat.

Suddenly, the world seemed to sharpen. The grey sky, the grimy street, all seemed to come into focus. Heat blossomed in her cheeks. Her fingers clenched into fists. A wild energy surged through her.

She found herself unconsciously tapping her foot. She wanted to run, to scream, to leap into the air. The music, the lyrics, the pure emotion of it all, was like an injection of pure adrenaline. She felt herself awaken.

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