The news hit her like a punch to the gut. Her essay, the one where she had exposed the most vulnerable parts of herself, now public knowledge. "A Journey of Self-Discovery," the headline proclaimed. She felt a jolt, a physical shock that ran through her body. Her breath hitched.

She stared at the screen, her mind racing. She could almost feel the weight of each word, each carefully crafted sentence. Her palms grew damp. She ran a hand over her lips, feeling the dryness there. She was almost surprised to find that the response was positive.

She walked away from her desk, the need to move overcoming her. She needed to be somewhere else. Now she knew what it felt like to have your soul exposed. She began gathering her things to leave the apartment.

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