He stared at the email, the words of polite dismissal blurring into an unintelligible mess. Thomas felt a prickling heat under his skin, a restless energy that made his leg bounce erratically. His fingers, usually steady on the keyboard, drummed a frantic rhythm against the desk. He stood abruptly, pacing the small confines of his study. Sunlight streamed through the window, illuminating dust motes dancing in the air, a chaotic ballet mirroring the turmoil inside him. He needed something, anything, to distract him. Reaching for his phone, he scrolled through his contacts, a sudden, almost desperate urge to connect with someone, anyone.

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