The rhythmic drilling echoed through the quiet cul-de-sac, vibrating right through David's bones. He’d been working on a report all day, and the sound was driving him… well, he couldn’t focus. Everything felt too close.

He slammed his laptop shut, the abrupt action startling even himself. He needed to get away from the screen, the confines of his house.

He stormed outside, slamming the door behind him. The scent of fresh-cut cedar filled his lungs. Mr. Peterson, the new neighbor, was meticulously aligning the fence posts. David walked up, his hands shoved deep in his pockets. "Looks… good," he managed, his voice a little breathless. He found himself studying the precise angles.

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