The email shimmered on her phone screen, the subject line a brutal punch to the gut: "Your Essay: A Model for Aspiring Students." Her name, right there, under the title. A prickle of heat danced up her neck, a strange tremor starting in her stomach. She clicked the link, the webpage loading at a glacial pace. Her essay, dissected, analyzed, lauded. God, it felt…wrong. Like someone had taken a peek into her diary and then projected it onto the biggest screen imaginable.

She ran a hand through her hair, the strands catching on her suddenly clammy fingers. Each sentence, each carefully chosen word, now public property. The air in her tiny apartment felt thick, heavy. She unbuttoned the top button of her shirt, suddenly feeling suffocated. Her breath came in shallow, quick bursts.

Her gaze drifted to the window, the city lights a blurry haze outside. The words on the screen blurred as well. It was the feeling, the memory of penning that essay, of the thoughts that had possessed her at the time, that was so strong. She felt the sudden urge to move, to do anything but sit still, so she began pacing.

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