It was a Monday, and the stale air in Ms. Peterson's apartment felt particularly oppressive. She had just finished grading another batch of papers, and the words on the page blurred before her eyes. Suddenly, a small package arrived. Inside, she found a handmade quilt. It was from Michael, a student she had constantly reprimanded for his disruptive behavior.

She recognized the bright patches of fabric, the mismatched patterns. She remembered his vibrant personality, his constant need for attention. She had, instead of engaging him in a positive way, only offered correction. The quilt was a kaleidoscope of color, a stark contrast to the monotone sadness that colored her current life.

She picked it up, tracing the stitches with a trembling finger. The fabric felt rough against her skin, and for the first time in a long while, her eyes welled up.

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