Rain lashed against the windowpane, mirroring the relentless drumming in Eleanor's chest. She wrapped the blanket tighter around herself, a futile attempt to ward off the chill that seemed to seep into her very bones. Her fingers, usually nimble and quick, fumbled with her phone. She was supposed to be sending a picture of the half-eaten pasta she’d made for dinner to her friend, but her thumb slipped, and before she could correct it, the image, a testament to her recent loneliness, was winging its way to… her ex-boyfriend.

The notification popped, and she flinched. Shame burned in her cheeks. Why him? What had possessed her? She stared at the ceiling, fighting the urge to sob. The silence of the apartment pressed down on her, heavy and suffocating.

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