The office was ridiculously tidy. Every object seemed to have its place, every surface meticulously cleaned. He found himself cataloging everything in his head, from the arrangement of the books on the shelf to the subtle pattern of the wallpaper. His vision seemed to sharpen, to focus on the minutiae of the room. This focus helped him feel at ease.

He cleared his throat. Across from him, his old school rival, now a professional, made a note on his pad. It was a familiar gesture, yet now, it filled him with some kind of… anticipation.

He started speaking, the words rushing out, fueled by a nervous energy that vibrated in his limbs. He described the pressure he felt at work, the expectations that weighed him down, the constant need to prove himself. It was a pressure cooker, and it was about to blow.

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