The band’s music seemed far away. Emily was seated at a table, watching the party unfold, the warm lights blurring into a haze. It all felt like a movie she wasn’t in. Her mother, laughing and interacting with her friends, looked younger, happier than Emily had seen her in years.

She had neglected her mother. Years of petty fights, unreturned calls, and a constant undercurrent of unspoken resentment filled her thoughts. She’d always found her mother embarrassing, overbearing. Now, she felt a profound sense of loss.

She felt a deep ache within her, a hollow echo where warmth and connection should have been. She knew she had a speech to give. But what could she say? The words of congratulation, now, felt like a joke. She felt trapped in her own self-imposed prison.

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