The clatter of discarded items and the chatter of bargain hunters echoed around her, but Evelyn barely registered them. Her world was a muted landscape of grey. She had been wandering aimlessly for weeks, since *that* day. Then, she saw him. Humphrey, her teddy bear. He was propped up next to a stack of cracked ceramic dolls.

She felt a surge ofโ€ฆ something. Was it anger? Sadness? A confusing mix of both. She felt a constriction in her chest, making it difficult to breathe. Her vision blurred, and the world seemed to spin.

The owner of the table, an older gentleman with a kind face, looked at her sympathetically. "He's seen better days, hasn't he? How about two dollars?" Evelyn felt her throat closing. She swallowed hard, trying to keep the tears from falling.

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:
๐Ÿ˜ž0.396
ๆณช0.338
๐Ÿ˜ข0.332
haunting0.331
๐Ÿ˜”0.325
Suppressed:
de-0.434
๐Ÿ˜Ž-0.330
B-0.303
๐Ÿค“-0.285
๐Ÿ˜Ž-0.276