The intricately woven scarf, a present from Fiona, a student he had always admired for her artistic expression, lay on his desk. Mr. Roberts, the history teacher, felt the skin of his face grow hot as he picked it up.

He felt the texture, the threads that danced and flowed. He held it up to the light, admiring the vibrant colours. He wrapped it around his neck, feeling the soft wool against his skin.

He closed his eyes. The room was suddenly too small, too close. He wanted to feel everything, to be in motion. His fingers found their way to his tie, and he pulled at it.

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