The silence in the kitchen was oppressive, a suffocating blanket. Amelia stared at the opened email, the words swimming before her eyes. “No match.” The statement was so brief, so stark, so devastating.

Her palms were clammy. She squeezed her eyes shut, but the words burned themselves onto her eyelids. She felt a need to move, to do something, anything to distract herself from the turmoil bubbling inside. She began to clean, scrubbing the already spotless countertop with unnecessary vigor, as if she could erase the truth with a sponge. The taste of metal filled her mouth.

The phone rang, shattering the quiet. Her hand shot out, hovering over it, but she couldn’t bring herself to answer. She needed to breathe. She ran outside, ignoring the phone.

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