The weight of the new house pressed down on him, a heavy shroud of sadness. Each sunrise, each sunset, was a reminder of the future that would never be. The rooms felt cavernous, the echoes of his footsteps a lonely symphony. He was adrift in a sea of unspoken words.

He was pulling up the warped floorboards in the dining room, trying to find the source of a persistent squeak. He noticed a section of the floor that felt different, a slight give.

A trapdoor swung upward, revealing a dark space beneath. Inside, a single wooden box. He reached in, his fingers brushing against something soft. A well-worn teddy bear, his beloved's favorite.

Emotion: grief-stricken

Cluster: Sadness / Despair
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -1.14

Role in Research

This story is one of 1,000 stories generated for the emotion grief-stricken. 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 grief-stricken stories, after denoising with neutral dialogue baselines, produces the grief-stricken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grief-stricken vector is projected through the unembedding matrix.

Promoted:
😞0.396
泪0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276