He sat on the porch swing, the rhythmic creak a hollow soundtrack to his misery. The "Anti-Gravity Vehicle" blueprints lay in a pile on the worn wooden floor. Another company's patent had shattered his hopes. The sun set in a blaze of color, but all he could see was gray. He closed his eyes, the memory of his father, the man who had inspired his inventions, a fresh, piercing sting. He wrapped his arms around himself, as if trying to hold onto something, anything, to keep from falling apart. He was alone with his regrets.

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