The room spun. He adjusted his tie, the silk feeling strangely alien against his skin. He glanced at the assembled guests, a sea of faces blurring slightly at the edges. A nervous giggle escaped his lips. He was the only one up here. All eyes were on him.

He cleared his throat, feeling a tingling sensation in his fingertips. The speech he’d so meticulously crafted felt inadequate, insufficient. Instead, he started improvising, weaving a narrative of his parent's life, embellishing details, adding flourishes of humor that felt utterly spontaneous. He gesticulated wildly, his voice rising and falling with the rhythm of his own internal excitement.

He felt weightless, unbound. He told a story about their first date, exaggerating their teenage awkwardness, and the crowd roared with laughter. He was riding a wave of something, exhilaration, a giddy rush.

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