"Professor Dubois is… leaving?" Emily’s voice was a breathy whisper. Her hands, usually steady, trembled slightly as she clutched the email printout. A flush crept up her neck, making her ears burn. The air in the coffee shop felt thick, almost suffocating. She felt a lightness in her head, as if she could float away.

She took a shaky sip of her latte, the bitter taste doing nothing to ground her. She stared out the window, at the bustling street scene, the images blurring slightly. She felt an overwhelming urge to… to do *something*. She drummed her fingers on the table, a restless energy coursing through her.

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