Rain lashed against the windows of her apartment, mirroring the turmoil in Clara's chest. She’d always considered this building hers, a haven filled with the ghosts of laughter and shared meals. The email from the building management felt like a betrayal. The cold, impersonal words about "market adjustments" and "condo conversion" echoed in her ears. She kicked a shoe across the wooden floor, the sound a sharp crack in the sudden quiet.

She picked up the framed photograph on the side table, a picture of her parents, taken on their wedding day. They had visited her here, marveled at her "grand" space. Now, she would have to explain. How would she face them?

The smell of old books and stale air suddenly felt oppressive. It was all crumbling.

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
πŸ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288