The drive back from the concert was silent, the hum of the car engine the only sound. The woman in the passenger seat was quiet, but it was a comfortable quiet. The music from the concert, which had seemed so electric just an hour ago, was now a distant echo, fading in the background.

She kept glancing at him. The way his hand rested on the gear shift, the way the streetlights illuminated his profile. The quiet seemed to amplify her feelings, like turning up the volume on her own internal emotions.

When he pulled the car over, her heart was in her throat. The anticipation was almost unbearable, a delicious tension that tightened every muscle. She knew exactly what he was going to say, what was going to happen next. Her hands felt clammy.

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