The notification popped up: "Check out your teenage diary online!" Sarah dropped her phone. The ceramic cracked on the tile floor, shattering into several pieces. Her face flushed, heat spreading from her cheeks to her chest.

She ran to the bathroom, splashing cold water on her face. Her hands shook uncontrollably as she stared at her reflection. She looked pale and unwell. The air felt thin, difficult to breathe.

She gripped the edge of the sink, knuckles turning white. She imagined her grandmother reading the passage on her first crush. She could feel her palms sweating.

She shut the door, locking it, and sank against it, crumpling.

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:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256