A bitter taste coated Olivia's tongue. Her roommate, Ashley, had been unusually solicitous all day, offering to help with laundry and bringing her a coffee. Olivia had seen the journal in Ashley's hands. The casual conversation they usually had had been replaced with uncomfortable smiles and stilted gestures.

She forced herself to eat the dinner they shared, and then she excused herself early to go study. The truth was, she couldn't stand to be in the same space as her roommate any longer.

She felt like she was trapped in a play, with her private life exposed for everyone to see. She would have to move out. She felt such a pressing need to leave the room, now, today.

Emotion: regretful

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 0.76

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
L0.801
S0.774
H0.513
0.479
been0.473
Suppressed:
de-0.407
--0.320
随后-0.317
(!)-0.310
oldukça-0.301