The elegant script of the invitation seemed to mock his cluttered, chaotic existence. He ran a hand through his unkempt hair, the rough texture a further reminder of his current state. He felt a sharp jolt of uneasiness wash over him.

He thought of the plans he’d made, the dreams he’d nurtured, the love he'd lost. He had drifted through the years, letting them slip through his fingers. He felt a profound sense of dissatisfaction, a quiet ache that resonated within his core.

The thought of the reunion, of the polished facades and curated narratives, felt unbearable. He pictured the carefully constructed lives of his former classmates, the trophies, the accomplishments. The thought of that room, and all the questions, made him want to disappear. He tossed the invitation into the trash, the act accompanied by a deep, shuddering breath.

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