The scent of freshly cut grass, usually a comforting smell, felt like a cruel joke to Ava. She watched, from her kitchen window, as Mr. Finch meticulously manicured his lawn, the power mower humming in the afternoon air. His property was always immaculate, a perfect square of green.

She glanced at her own overgrown yard, the weeds a constant reminder of her own neglect. She felt a heavy weight pressing down on her, stealing her breath. She closed the curtains, the silence in her house suddenly thick 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