The city skyline, usually a source of comfort, appeared ominous from the window. The thought of the interview sent tremors through her. Maria struggled to breathe, gasping for air. Her hands were ice cold.

She could not stop her mind from racing. She had prepared, she had trained, but the fear of failure, the dread of disappointment, was overwhelming. She started to pace the room.

The phone rang, shattering the silent space. It was the recruiter, but Maria was unable to register the words. She had to fight to focus, to get herself back under control. She looked for a mirror, searching for any sign of recognition.

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