The vibrations in the floorboards were matched by a similar tremor within her. She knew who it was before the knock even landed: Mr. Olsen from across the hall. He was always complaining.

She opened the door, clutching her bathrobe closed, the silk cold against her skin. He stood there, his face a study in carefully constructed disapproval. Her fingers tightened on the robe, her knuckles white.

“The music,” he said, his voice flat. He was staring at her with those cold, blue eyes. She felt a burning in her belly, a pressure that was building.

“I’m sorry,” she said, her voice thin. She realized then that she was barely dressed. The flimsy robe offered no real defense.

Emotion: aroused

Cluster: Alertness
PC1 (Valence): -0.45 Negative
PC2 (Disposition): -1.13

Role in Research

This story is one of 1,000 stories generated for the emotion aroused. 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 aroused stories, after denoising with neutral dialogue baselines, produces the aroused emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the aroused vector is projected through the unembedding matrix.

Promoted:
C0.386
S0.383
P0.379
own0.376
0.344
Suppressed:
a-0.877
l-0.501
de-0.474
que-0.438
been-0.384