The doctor's words echoed in her ears. She felt disconnected, adrift in a sea of worry. The future stretched before her, uncertain and bleak. Her usual optimism had vanished. The world had become a place of shadows and half-truths.

Her daughter, Lisa, was quiet, unusually subdued. When Lisa handed her a picture of a creature with mismatched feet and a crown of stars, it seemed to trigger something unexpected within her. "Meet Splodge!" Lisa chirped.

She examined the drawing, and her breath caught. It was a blast from the past. The weight of her current circumstances eased for a second. The world softened. She felt a distant warmth, a memory of happier days. She cleared her throat, blinking rapidly.

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