The email sat in her inbox, unopened, a digital weight upon her shoulders. The subject line: "Reunion Pictures!" They’d reminisced about the summer they’d spent backpacking through Europe. David, in his account, painted a picture of carefree adventure, of sun-drenched days and spontaneous discoveries. He’d even attached photos, all smiling faces and shared laughter.

She felt a hollowness in her chest as she resisted opening the email. She remembered the near-misses, the constant uncertainty, the gnawing hunger. The shared laughter felt foreign, almost alien. The divergent memories made her feel off-kilter, a stranger in her own past. She clenched her fists.

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