"Another hour," Leo muttered, his voice tight. He gripped the edge of the bar, the polished wood cool beneath his trembling fingers. The wedding, his best friend’s wedding, was now completely out of reach. He felt a fierce heat flushing through him.

He slammed his fist against the counter, then immediately regretted it, the pain a momentary distraction. He felt a sudden, desperate urge to move, to *do* something. He ordered a double whiskey, tossing it back in one gulp.

He envisioned the ceremony, the vows, the celebrations. Each imagined detail was like a stab. He could practically hear the laughter, feel the confetti raining down. The realization of how much he was missing was almost unbearable.

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