The lawyer’s office smelled of expensive leather and polished wood, but all that really mattered to Chloe was the way her breath hitched. Her palms were damp, and she kept clenching and unclenching her fists. The legal jargon went right over her head. Plagiarism, copyright infringement, academic dishonesty – it was all a symphony of words that barely registered.

But the challenge? The fight? That was something else. A current of pure, raw energy surged through her, pushing her forward. She couldn’t sit still.

“So, to clarify, you maintain your innocence?” the lawyer asked, his tone carefully neutral. Chloe met his gaze, a bright, almost manic glint in her eyes. “Absolutely,” she said, her voice sharp, eager. “And I’m ready to fight.”

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