He sat on the park bench, the setting sun painting the sky in vibrant hues that felt wrong, somehow. The disagreement with Oliver, about the stolen painting, had chipped away at the foundation of their friendship. Oliver insisted that he had been at fault, that he’d been the one to take the painting without permission. He held up his hands, and they seemed heavy.

The park, usually a place of solace, felt alien and hostile. He watched children play, their laughter grating on his ears. The air was thick with a sensation of oppression, the weight of the accusations pressing down on him. He felt disconnected, adrift in a sea of suspicion.

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
πŸ˜”0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322