The vibrant colors of the art studio, usually a source of inspiration, seemed to fade, becoming muted and dull. Olivia stared at the half-finished canvas, her brush hanging limp in her hand. Across the room, Chloe chattered excitedly about the move, her voice filled with enthusiasm and anticipation. Olivia felt a heavy numbness spreading through her.

She picked up a new brush, the bristles stiff against her trembling fingers. Each brushstroke, usually a release, felt like a monumental effort. The thought of Chloe building a new life, filled with new experiences and new people, without her, left a gaping void in her chest.

The studio, once a shared haven of creativity, now felt like a lonely prison. She wanted to scream, to plead, to beg Chloe to stay. Instead, she just stared at the canvas, a stark reminder of the future they wouldn’t share.

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