The new house felt wrong. The air hummed with a tension he couldn't name, a constant, underlying thrum. He found himself avoiding certain rooms, the master bedroom in particular, where the previous tragedy had occurred. The investigation, the photographs…the details haunted him. He kept imagining it.

He sat on the porch, a cigarette burning between his fingers, the smoke curling and dissipating into the evening air. The stars were beautiful tonight, a vast expanse of cold, indifferent light. The city lights cast shadows, dancing in the street.

He flicked the ash, the embers falling to the stone, and watched them fade.

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