The flickering fluorescent lights of the kitchen hummed, a jarring counterpoint to the silence. Sarah clenched her jaw, feeling a tremor run down her spine as Mark excitedly held up a fluffy kitten. “Isn't he adorable? We could name him Mittens!” Her stomach churned. The very idea of another creature in the already cramped apartment sent a prickling unease through her.

She excused herself, retreating to her room. The smell of Mark’s cooking, usually a comfort, now felt cloying, suffocating her. Closing the door, she leaned against it, the cheap wood cool against her forehead. Her breaths came shallow and fast.

Suddenly, a loud meow erupted from the hallway, followed by Mark's delighted laughter. She shuddered, pressing her palms against her ears as if to hold back the sound. The walls seemed to be closing in.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. 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 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290