The cater waiters fluttered around, refilling glasses and offering hors d'oeuvres. A flashbulb popped, momentarily blinding her. A shiver ran down her spine, followed by a sudden warmth. She couldn't sit still. Her leg bounced, a frantic staccato against the polished floor. She waited, tapping her foot, for her turn.

The master of ceremonies announced her name, and she rose, a strange lightness in her limbs. She walked to the podium with a brisk, almost military stride. Her mind was racing. She needed to make this perfect.

She began, her voice crisp and clear, delivering the prepared remarks with a surprising precision. But then, unexpectedly, she deviated, veering off into an anecdote about her mother’s stubbornness and her father’s mischievous sense of humor. She found herself smiling, the tension melting away, replaced by a sense of unbound joy.

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