A wave of nausea washed over Chloe as she saw the familiar cover of her journal on the floor, the binding cracked. She knew, without a shadow of a doubt, that her roommate, Maya, had read it. Maya was now in the bathroom, humming a tune, but Chloe felt her stomach constrict with anxiety.

Chloe felt her throat close. Every shared conversation, every casual remark, now felt like a carefully constructed lie. She felt betrayed.

She sat on the edge of the bed, her hands trembling. She thought of all the things she had written about, all the private thoughts, all the secrets now exposed. She wanted to scream.

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