The vibrant energy of the art fair once invigorated her, but now it left her exhausted. The forced smiles, the endless conversations, the pressure to sell – it was all too much. She’d withdrawn, her booth a lonely island in a sea of eager artists. She just stood there, pretending to be engaged, though she wasn't.

She saw it during a phone call with her sister. Her sister sent her a photo. A girl on the phone had a tattoo of one of her paintings. It was so strange to see it on someone else.

Her voice cracked. "That's… that's one of mine."

Her sister's laughter felt like a knife. She immediately ended the call, and shut off her phone. She looked at her own hands, then began to cry.

Emotion: depressed

Cluster: Sadness / Despair
PC1 (Valence): -2.06 Negative
PC2 (Disposition): -1.08

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.417
每天0.353
无法0.330
own0.311
😔0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307