She sat on the steps of the community center, the building looming over her, silent and foreboding. The venue, booked for months, was now just an empty shell. The vibrant decorations, the carefully curated music playlist – all canceled, erased, rendered irrelevant. The tears welled up and spilled over.

The image of her brother's face, his smile, the laughter, was now a distant, faded memory. The weight of her failure settled in her chest, a crushing pressure. She'd told everyone she could give him the best celebration.

She picked at a loose thread on her jeans, tracing the pattern of the stitching. The air was cold, but she didn’t feel it. She felt a deep, pervasive chill, a sense of loss that cut to the bone. The ache inside her felt relentless.

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