Rain lashed against the windows, mirroring the storm brewing inside Clara. The letter was clutched in her hand, crumpled slightly from her nervous grip. Her stomach churned. The unexpected apology, years after the fallout, had stirred a hornet's nest of emotions. She ran a hand through her hair, tangling her fingers.

She paced the length of her living room, her steps quick and agitated. Every creak of the floorboards sounded like a judgment. The silence between the downpours felt oppressive, filled with the ghosts of past conversations, now replaying in her head. Her pulse was a frantic drumbeat against her skin.

She glanced at the letter again, the words a stark reminder of her teenage years. She couldn’t bring herself to read it. He had caused such a mess. She felt trapped. The weight of it all was pressing down on her shoulders. She wanted to scream.

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