The artwork, once a passion, now felt like a taunt. David sat in his studio, surrounded by his canvases, each piece a symbol of a past he now regretted. The published diary had exposed his inner world, his deepest fears, for the world to see. He had made himself vulnerable, and the reaction was, in his opinion, unforgiving.

He ran a hand through his hair, leaving streaks of paint on his skin. He couldn't pick up a brush, the creative spark extinguished. He was drained, empty, the colors of his life washed away.

He stared at his hands, once his tools, now feeling like foreign objects. The studio, once a sanctuary, had become a prison.

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