She adjusted the microphone, a faint hum traveling up her arm. The sea of faces in front of her blurred slightly. This was supposed to be a happy occasion, celebrating her father’s years of service, but all she could focus on was the way the fabric of her dress clung to her skin. Her legs felt restless beneath the table.

“Dad,” she started, her voice a little breathless. Her father, a man of quiet strength, offered a small, encouraging nod. The room seemed to shrink, the noise receding as she spoke. She thought about his hands, calloused from years of work, and how he used them to build her treehouse when she was a child. A tingling sensation traced down her spine.

She talked about his unwavering support, his quiet wisdom. She described the way his eyes crinkled when he smiled. Her fingers tapped a nervous rhythm against the podium. She felt a flush rising in her cheeks.

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