The email arrived, a digital siren call: "Just saw you at the park. Remember that bench? I'm sitting on it." A tremor of excitement, a fluttery feeling in her stomach, took hold of Clara. It was impossible! After all this time, all those late nights spent chatting with Daniel, and now, a reality. The park was just a short walk away.

Her breath hitched in her throat. She glanced at her reflection, smoothing down the front of her shirt. She felt a magnetic pull drawing her toward him. There was a lightness, a buoyancy, she hadn't felt in months. She practically ran out the door.

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