Sarah’s stomach twisted into a knot as she stared at the class roster. There it was, plain as day: Mr. Henderson. The same Mr. Henderson who'd made her life a living hell in sixth grade. She thought she'd buried those memories, but seeing his name brought them clawing back. She slumped against the doorway, feeling the familiar weight of anxiety settle on her shoulders. "Honey, you okay?" her husband called from the kitchen. She plastered on a smile, hoping he didn't see the tremor in her hands as she walked towards him.

“Just… surprised,” she managed, forcing the words out. She pictured the long afternoons spent doing the extra credit assignments, the fear of raising her hand.

Her daughter, Lily, bounced into the kitchen, a picture of carefree optimism. Sarah almost hated her. She watched Lily's smile widen and knew that she couldn't tell her about the past. She would protect her from the fear she felt.

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