The email arrived, subject: "Let's grab a bite!" Sarah stared at it, her vision blurring. She’d always assumed "BookwormBelle" lived miles away, a comforting distance. Now, the invitation to a restaurant down the street felt like an ambush. She let out a shaky breath.

Her breath hitched as she visualized the scene. She spent the next hour cleaning her apartment, a frantic attempt to create a sense of control. She attacked the dust bunnies with a vengeance, the monotonous action a welcome distraction.

Later, she found herself staring into the mirror, scrutinizing every detail of her face. She felt a knot in her stomach. Would she be able to be herself, the real Sarah, or would she freeze up? She took another deep breath, trying to calm the hammering 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:
😣0.315
πŸ˜–0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256