The email notification chimed, a cheery sound that jarred Amelia. She braced herself, her hand hovering over the mouse. When she saw the words "We regret to inform you," her breath hitched. Her carefully constructed facade of confidence crumbled.

She felt the heat rise in her face. The meticulously organized notes on her desk, the highlighted textbooks – all the evidence of her effort – suddenly looked pathetic. It was a wasted effort.

She quickly shut down her laptop, the screen going dark. The silence in her room felt profound, suffocating. She felt a wave of nausea. She should have sought help earlier. The missed study sessions... the times she’d skipped the peer editing workshops… all those moments she could have used better.

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