The fluorescent lights of the storage unit hummed, the sound grating on Amelia’s nerves. She clutched the letter, her knuckles white against the yellowed paper. It was a letter to her former boss, written the night before she quit her job, full of pent-up rage she never released.

She felt a tremor in her hands, a physical manifestation of the turmoil churning within her. Her stomach twisted into knots, and a bitter taste filled her mouth. The cramped space of the unit felt like a suffocating cage.

She should have sent it. She should have said what she meant. She crumpled the letter, then quickly smoothed it out, the action both violent and hesitant. Her breath came in short, ragged bursts.

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