"An apology? After all this time?" Clara chuckled, the sound brittle, unnatural. The letter, delivered by courier, felt almost obscene in its pristine neatness. She tossed it onto the ornate coffee table, the gesture careless, defiant.

She paced her living room, her silk robe swirling around her ankles. Her eyes darted from one piece of antique furniture to another. The room felt suddenly too small, too suffocating. She couldn't sit still.

Her body felt like it was humming. The past had always held a charge, and now that the charge was activated. The air in her lungs felt heavy, and her skin tingled. The heat was real. She grabbed a fan and turned it to full speed.

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