"It's just…gone," Amelia whispered, her voice barely audible above the low hum of the library. The closing announcement had come at the end of a seemingly normal Tuesday. Now, the familiar scent of old books felt tainted, a reminder of the impending loss.

She ran a trembling hand across the spines of her favorite novels, each one a memory of late nights and shared readings with friends. A lump formed in her throat, making it difficult to swallow. The weight of her textbooks felt heavy, no longer the tools of her future, but reminders of a path abruptly ended.

She closed her eyes, picturing the grand hall where she had envisioned herself graduating, her dreams dissolving into the ether. A tear escaped, tracing a lonely path down her cheek.

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