The vibrant colors of the market, which usually lifted Maya's spirits, now seemed dull. She walked slowly, barely registering the bustling activity around her. The review felt like a lead weight in her pocket.

She stopped in front of a stall selling fresh produce, but the food held no appeal. She looked at her hands, the hands that had created so many beautiful and delicious dishes. They felt strangely alien.

She felt a profound disconnect, as if she were watching her life play out from a distance. The thought of going back to her restaurant, of facing the staff, of cooking again, was overwhelming. She just wanted to be alone, to disappear.

Emotion: sad

Cluster: Sadness / Despair
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -1.50

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.436
😔0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322