He hadn't left his apartment in a week. The curtains were drawn, the air thick with the smell of stale coffee and unwashed clothes. Daniel stared at the screen, the blinking cursor a mocking representation of his own inertia. He'd been exchanging messages with "Sparrow" for a year, their conversations a lifeline after… everything.

A message pinged: "Hey Daniel, noticed you're online. You alright?" He typed back, forcing a casual tone, "Yeah, fine. Just, you know… whatever." Sparrow's reply: "Funny, I’m near your building, actually. Wanna walk in the park?" His hands started to sweat. The prospect of facing the world, even with a friend, made his chest constrict. He knew the park they frequented together virtually, the swings, the benches, the trees. It was all a painful reminder.

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