"I can't breathe," he murmured, his voice hoarse. John was slumped on the floor of his tiny apartment. The air seemed thick, the walls closing in. The words heโ€™d written, so raw and honest, were being used to make him an object of ridicule. He buried his face in his hands.

He had trusted his diary. Heโ€™d poured out his heart. Now, he was being punished for it. He felt the sting of tears prick his eyes, a sensation he hadn't experienced in years. The weight of it all was crushing.

He sat there, unmoving, lost in a miasma of dejection. He simply didn't know what to do.

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