She sat on the floor, legs drawn up to her chest, her arms wrapped tightly around them. The building manager had delivered the news face-to-face, a smile plastered on his face. She couldn’t bring herself to return the smile. Her heart pounded in her ears.

The sounds of the city, the distant sirens, the chattering voices, now grated on her nerves. She felt exposed, vulnerable. She was so close to where she wanted to be, only to have it ripped away.

She closed her eyes, picturing the familiar view from her window, the rooftop garden she helped tend. All of it now felt temporary, fragile, like a dream that was about to disappear.

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