David clenched his jaw, the muscle there a tight ridge. His flight was the last one out of this hellhole before the important meeting. Now, another delay. His frustration simmered, but beneath it thrummed a strange and unsettling energy. He ran his hand over the stubble on his chin, a nervous gesture.

The woman across from him, reading a book, kept glancing up, and their eyes met for a fleeting moment. He felt a jolt, a physical awareness he hadn't expected. He shifted in his seat, the fabric of his trousers suddenly feeling too clingy. He needed to focus, to calm down.

He imagined the client meeting, the details he’d prepared. The image, usually reassuring, now sparked a different kind of intensity. He took a deep, shaky breath. He felt restless, as though his body was ready to explode.

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