He felt a sudden rush, a prickling heat that crawled up his neck and made his palms sweat. The sound of the gate latch clicking was like a starting pistol. He was already halfway to the fence before the thought fully formed: *Winston, again?*

He gripped the watering can so hard he thought he might shatter it. His teeth were clenched, a knot forming in his jaw. The dog, a fluffy menace, was dancing around his prize-winning roses, a flurry of untamed energy.

“Damn it!” He finally exploded, his voice a gravelly bark. He advanced, the can held aloft like a weapon, his breath coming in ragged gasps. The dog, as if sensing the intensity, finally turned and bolted back towards the fence, its tail tucked between its legs.

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