"More coffee," she demanded, her voice sharper than usual. The hammering had started early. Her husband, Mark, looked at her, eyebrows raised. He was used to her morning routine of quiet contemplation.

Now she was a whirlwind. The noise from next door, usually a source of annoyance, was now a source of… something else. She found herself tapping her foot, her fingers drumming on the table.

She watched the progress through the kitchen window, her gaze fixed on the unfolding chaos. Every crashing timber, every shouted instruction, fueled a strange, almost manic energy within her. She felt alive, utterly and completely present.

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