"Okay, so here's how you handle a client complaint," David instructed, gesturing towards the computer screen. Across from him, the new trainee, a young woman named Sarah, listened intently. The gentle rise and fall of her chest, the way the sunlight caught her hair, was a constant distraction. He found it difficult to concentrate.

He went to the whiteboard, and as he explained the steps, he noticed Sarah's eyes on him. He felt a sudden tightening in his chest, a quickening of his pulse. He swallowed, attempting to appear professional.

He found himself speaking faster, trying to get through the training. He wanted this to be over. Yet, he lingered over examples, going into greater depth than he normally would. He felt a need to impress, to captivate.

"Any questions?" he asked, his voice strained. He prayed she wouldn’t.

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