The insistent pounding on the window. He was a fool. A complete fool to think he could get away with it. But still, the blood rushed, a frantic rhythm mirroring the bass, each thud a separate pulse.

He answered the door, a towel slung low around his hips. It was old man Fitzwilliam, his face a mask of simmering fury.

"The noise!" he boomed, his voice cracking. "It's obscene!" He wasn't even looking at the music, he was looking at him.

He felt the heat rise in his cheeks, a flush creeping down his neck. He swallowed hard, his throat suddenly dry. "I... I didn't realize," he stammered, his eyes darting away. He wished Fitzwilliam would just leave.

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