Eliza held the letter close to her chest. Her mother, the epitome of composure, had drafted a resignation letter, abandoning her life as a famous painter for reasons unknown. The draft was unsigned. Eliza felt a knot tighten in her throat. She imagined her mother sitting alone, struggling with the decision, the brush abandoned. The image felt so powerful, so poignant. She rubbed her arms, suddenly chilled. Her mother's secret, revealed in faded ink, felt like a personal betrayal.

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