The aroma of freshly baked bread filled the kitchen, a comforting scent. Emily was humming as she kneaded the dough, a feeling of contentment washing over her. The phone buzzed, and Liam, her husband, answered it.

He went quiet. His back went stiff. She stopped kneading, the dough forgotten. Her hands clenched.

He took the phone and went to the back yard. She followed, walking to the back door, and he was there, talking, gesturing. When he turned back to her, she felt breathless. She did not know what to expect.

He turned back to her, his face carefully blank. He knew she was watching. He knew she could sense the lie, and that made him smile.

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