The champagne tasted like ash on Sarah's tongue. Looking at her mother, radiant in her emerald dress, the joy surrounding her felt suffocating. Sarah had missed so many crucial moments, lost in her career ambitions and her own self-importance. She had constantly put herself first.

The podium was a looming presence. Every glance towards it was heavy with dread. She had prepared a speech, a carefully crafted narrative of admiration and gratitude. But the words felt hollow, a flimsy façade covering a multitude of sins.

Her palms were sweating. She thought about the harsh words she’d exchanged, the times she'd brushed off her mother’s concerns and feelings. The regret was a physical weight, pressing down on her chest, making it difficult to breathe. She wished she could take it all back.

Emotion: remorseful

Cluster: Shame / Guilt
PC1 (Valence): -1.57 Negative
PC2 (Disposition): 1.09

Role in Research

This story is one of 1,000 stories generated for the emotion remorseful. 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 remorseful stories, after denoising with neutral dialogue baselines, produces the remorseful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the remorseful vector is projected through the unembedding matrix.

Promoted:
S0.656
L0.580
0.463
remorse0.416
been0.398
Suppressed:
de-0.444
(!)-0.309
имеется-0.289
oldukça-0.287
😍-0.285