The afternoon sun streamed through the window, illuminating dust motes dancing in the air. She sat at her desk, staring at the screen. The diary entries, once a private sanctuary, were now exposed.

She felt a tightness in her jaw, a physical manifestation of the tension that was building inside her. She re-read the words, each sentence a reminder of her youthful folly. She clenched her fists until her knuckles were white.

She suddenly stood up, knocking her chair over in her haste. She had to get away, to escape the suffocating feeling of exposure. She grabbed her keys and fled the apartment, the door slamming shut behind her with a definitive thud.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. 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 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228