The vibrant green of her lawn felt suddenly tainted, as if the encroaching fence had a sickness. She watched the installation crew, their movements brisk and efficient, and felt a profound sense of loss.

Her breaths came in shallow gasps. She clutched a mug of lukewarm tea, its warmth failing to penetrate the chill that had settled deep within her bones. The vibrant hues of her flowerbeds now seemed gaudy, like a cheerful face plastered over a dying soul.

The laughter of the workers rang out, jarring and hollow. The world felt muffled, as if she were viewing it through a thick pane of glass.

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