The sunlight streaming into Clara’s childhood bedroom seemed suddenly too bright. She hunched over the overflowing box, the flimsy cardboard threatening to collapse under the weight of her past. Her mother’s meticulous organization, normally a source of comfort, now felt like a cage.

Clara traced the neat cursive on a faded English paper. She felt her chest tighten, and she had to take a few deep, deliberate breaths to calm herself down. Her eyes scanned the familiar words, her younger self's attempts at prose. She felt exposed and vulnerable.

She bit her lip, then abruptly slammed the lid shut. She felt the urge to run.

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