The envelope felt heavy in her hand, as if it contained not just paper, but a physical weight, pressing down on her. Sarah slumped onto the bed, the mattress sagging beneath her. The floral wallpaper, once cheerful, now seemed to leer at her. The bright colors felt suffocating.

She’d convinced herself that things would improve. The new job would make all the difference. Now, this… this was the reality. The silence of the apartment magnified the turmoil inside her, each tick of the clock a condemnation.

Her breath hitched in her throat. She found herself clutching at the worn teddy bear, a relic of better times. She hadn’t slept well for weeks, and the dark circles under her eyes felt heavier than usual.

Emotion: sorry

Cluster: Sadness / Despair
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.36

Role in Research

This story is one of 1,000 stories generated for the emotion sorry. 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 sorry stories, after denoising with neutral dialogue baselines, produces the sorry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sorry vector is projected through the unembedding matrix.

Promoted:
S0.604
L0.549
😞0.382
😔0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288