The notification buzzed, a tiny vibration against Amelia's palm. It was a friend request. From Brad. Brad, the boy who used to trip her in the hallways and hide her lunch money. She hadn't seen him in twenty years. A wave of heat flushed her cheeks. She almost immediately clicked the delete button, but paused, her finger hovering.

She closed her eyes, remembering the stinging humiliation, the choked back tears. The thought of confronting him again filled her with a familiar dread, a hollowness in her stomach.

Her thumb finally moved, tapping on the profile picture. He looked older, his hair thinner, a few laugh lines etched around his eyes. He had kids now, it seemed. Amelia sighed, the air catching in her throat, a little ache there. She just wanted to be done with it.

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