The room was a kaleidoscope of colors, a cacophony of laughter that felt deafening to her ears. The sight of Ben, looking so content, his hand resting on the back of his new wife's chair, sent a shock of something through her. It was a physical sensation, like a sudden drop in an elevator.

She retreated to a quieter corner, nursing her drink. The bubbly liquid no longer seemed celebratory; it tasted bland and flat. The decorations, once so beautiful, now seemed garish. A sense of disconnection washed over her, making the happy scene feel like a play she was forced to watch from the audience.

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