The rain hammered against the windows, mirroring the storm raging inside him. Liam sat in the living room, the flickering fireplace doing little to warm him. The house felt vast and hollow without her laughter echoing through the halls. He had been avoiding her office, fearing what he might find. The will was clear, he had to take care of her accounts. Inside a locked drawer, he discovered a small box, a velvet ring box containing a bank statement.

His breath hitched as he scanned the numbers, stunned. Where had this come from? He felt a sense of disorientation, a disconnect from the reality he thought he knew. He stood up abruptly, pacing the room, his agitation growing with each step. He clutched the statement in his hand, feeling the paper crinkle under his grip. The weight of the world settled on his shoulders, crushing him.

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