The late afternoon sun cast long shadows across the neglected lawn. Sarah stared at the empty swing set, its chains swaying gently in the breeze. A choked sob escaped her as Mrs. Henderson from next door approached.

"Lovely day, isn't it?" Mrs. Henderson chirped, her usual boisterous self. "Listen, dear, I was wonderingโ€ฆ would you mind if I used a bit of your back yard for a small vegetable patch?"

Sarah just nodded, unable to speak past the lump in her throat. The thought of tending to the yard, to anything really, felt impossible. The space where the sunflowers used to be seemed to call to her.

She gestured vaguely towards the sun-drenched patch of earth, the one that had once belonged to her son. "Help yourself," she finally managed, her voice barely a whisper. The offer felt like a betrayal of the past.

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