Heโ€™d told her heโ€™d be home by dinner, but now the evening light painted long shadows across her empty living room. The rhythmic hammering from next door was a mocking beat to the stillness of her apartment. She felt a growing sense of isolation, like a single note played on a piano that echoed for an eternity.

She tried to busy herself, but her movements felt clumsy and slow. She turned on the television, but the vibrant images seemed to mock her. She clicked through channels, searching for something to distract her, but nothing held her attention.

The light changed outside, and the noise finally lessened. As the workers packed up their tools, a different kind of quiet settled over the street. The quiet she had been waiting for; the silence that came before the night, and with it, the thoughts.

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:
๐Ÿ˜ž0.436
๐Ÿ˜”0.405
S0.384
ๆ— ๆณ•0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322