The notification popped up on Amelia's phone: "Ms. Peterson now follows you." Amelia's stomach did a sickening flip. She’d spent the last month posting a curated version of herself: photos from parties, witty memes, the occasional deliberately provocative comment about school. Now, her English teacher had access to it all.

She immediately deleted her latest post, a jokey rant about a particularly boring essay assignment. Her thumb hovered over the ‘block’ button, but she hesitated. Blocking Ms. Peterson felt… immature. Instead, she scrolled back through her own feed, deleting everything even remotely questionable. Her cheeks burned. She felt exposed, vulnerable, as if the carefully constructed walls around her teenage self had suddenly crumbled.

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