The critic’s words seemed to have seeped into Chef Clara's very bones, making her feel heavy, leaden. She’d tried to focus on the busy dinner service, but every plate she sent out felt like a failure. She saw the disappointed looks on the diners’ faces, even though she knew it was just her imagination.

She found herself checking the kitchen staff's work incessantly, a newfound paranoia fueling her actions. Her normally sharp bark was replaced with a strained quietness that was far more unsettling. She kept correcting their mistakes, not letting anything pass. She was so focused on the details that she forgot about the bigger picture.

She excused herself from the service and went to sit in her office and leaned heavily on her desk, feeling a pressure on her chest.

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