The tiny, perfectly formed clay figures filled the display case. Thomas, a master craftsman of miniature pottery, felt a familiar pull in his chest when his daughter, Maya, brought them to life with her own hands. He’d taught her everything he knew, the way the clay should feel, the importance of pressure, the patience to fire and glaze. He could feel it in her touch too. He watched the girl with a certain energy, like electricity, crackling beneath his skin.

He caught her eyes. Her smile was a mirror of his own, and he felt a knot form in his throat. “They’re beautiful, Maya. Really beautiful.” He had to force the words out.

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