The vibrant colors of the neighborhood street fair, normally a welcome sight, seemed to mock her. Maria read the announcement about the building becoming condos, her joy swiftly evaporating. She felt an unexpected tightness in her chest, a sense of things closing in.

She sat on her favorite park bench, the familiar sounds of children playing now grating on her ears. Every familiar landmark felt like a painful reminder of what was about to disappear.

She wanted to be alone. Her apartment now felt like a prison cell. The sun seemed too bright, the air too heavy.

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