The air crackled with a strange electricity. She wrung her hands. Her heart pounded in her chest, a frantic rhythm against her ribs. She was utterly overwhelmed by a feeling that made her want to sing and shout at the same time.

She rose, her legs shaky beneath her, and walked to the podium. The microphone felt cool and smooth in her grasp. She began her speech, her voice a little breathless at first, then gaining in strength and volume.

She told stories, funny stories, poignant stories, stories that brought tears to her eyes, and laughter to the room. She felt a powerful compulsion to convey the depth of her feelings, to share every single emotion. Her words rushed out, a torrent of love and gratitude.

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