The chatter of the party faded into a distant hum as Liam stood, a glass of wine clutched tightly in his hand. He’d been dodging this moment all evening. He was supposed to honor his mother, but the thought of speaking felt like an assault.

He recalled the years of strained conversations, the awkward silences, the constant feeling of distance. He had prioritized his independence, pushing his mother to the periphery of his life. He had never truly understood her.

He looked at her now, her face illuminated with joy, and felt a profound sense of emptiness. He had a speech prepared, but the words felt like a betrayal. He knew he couldn't offer her the tribute she deserved.

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