The confined space pressed in on her. Clara felt a fluttery feeling in her stomach, like a swarm of butterflies were trapped inside. She kept adjusting the strap of her bag, a subconscious fidget.

"This is ridiculous," she muttered, attempting a dismissive tone. It came out sounding strained. She glanced at the man next to her, a stocky fellow who just looked bored.

She started listing everything she had to do that afternoon in her head. The groceries, the dentist appointment, the email she forgot to send. Each one piled onto the others, creating a suffocating weight.

Her vision blurred slightly. She squeezed her eyes shut, trying to banish the rising tide ofโ€ฆ unease. Why did this always happen to her? She felt a tightening in her chest.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
๐Ÿ˜ฃ0.315
๐Ÿ˜–0.302
worse0.297
๐Ÿ˜ฐ0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256