The email arrived with the subject line: "Your Deepest Thoughts, Now Public." Chloe didn't need to open it. She knew. Her stomach twisted, and she slumped onto the sofa, the cushions doing little to absorb the blow. It was like a nightmare, the kind where you're naked in public.

She remembered the diary: a brightly colored, spiral-bound notebook filled with dreams of becoming a famous actress and, well, other things best left unsaid. The thought of those entries, written with teenage fervor and naiveté, being read by strangers was mortifying.

She pulled the covers over her head, wishing she could hide from the world. Every vibration from her phone was a potential notification, a new wave of exposure. Hours later, the world outside was just as it had been, utterly unaware of her internal turmoil.

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