The silence of the afternoon was shattered. The familiar sound, the hated sound. It felt like a physical blow. Her muscles coiled, ready. Winston, the bane of her existence, was loose.

She was already halfway across the yard, her heart hammering against her ribs, her breath catching in her throat, before she realized she was moving. She felt a kind of urgent focus, like every detail of her surroundings was hyper-clear.

"Oh, no you don't!" she spat, her voice tight and strained. The dog, its tail wagging furiously, was heading straight for her newly planted tulips. She took a deep breath.

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