He was mid-sentence, lecturing his grandson about the proper way to trim a hedge, when the familiar chaos erupted. The gate creaked, the telltale sound of another breakout. A jolt, like static electricity, ran through him.

"Good heavens," he grumbled, his voice losing its usual steadiness. His heart was hammering a furious rhythm against his ribs. He felt a sudden, almost desperate need for *action*.

He abandoned his lesson. "Stay there!" he commanded, pointing a trembling finger. He was halfway across the yard, moving with a surprising agility, before he fully realised he was doing it. The dog, a small, white blur, was gleefully sniffing his meticulously planted petunias.

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