The notification buzzed, a tiny digital mosquito, and Amelia almost didn't see it. Then the headline – "Teenage Angst: A Retrospective" – jumped out at her. Her heart hammered against her ribs, a frantic bird trapped in a cage. Her diary, a dog-eared, leather-bound book she'd buried in the back garden years ago, was now… everywhere.

She paced her living room, her breath coming in shallow gasps. She had shared secrets, vulnerabilities, and fantasies that now, in the cold light of day, felt like a betrayal of her younger self. Each paragraph was a landmine, each sentence a potential source of humiliation.

She texted her best friend, "Don't read it. Please, just… don't." But the message felt flimsy, inadequate, a desperate plea in a hurricane. She knew the damage was done. All she could do was wait for the fallout.

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