The silence of the early morning was shattered by her furious yell. “What the HELL?” It wasn’t just anger, though. It was a potent mixture, a cocktail of outrage and…something else. Her breath came in short, sharp gasps, like she'd been running.

The empty driveway seemed to thrum. She took a deep breath, her eyes scanning the street, her jaw tight. A plan, brilliant and intricate, already began to form in her mind, a dizzying array of possible actions.

She paced, her steps quick and decisive. Each footfall sent a jolt of energy through her. Her fingers tapped restlessly against her thigh. She had a feeling this was going to be a *remarkable* day.

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