She clutched the podium, knuckles white. The ballroom shimmered with festive lights, a stark contrast to the icy core within Amelia. She'd chosen a dress she knew her mother would love, a vibrant emerald green. Now, the color seemed to mock her.

She'd spent so much time chasing success, climbing the corporate ladder, that she'd forgotten the people at the bottom. The calls to her parents, she'd promised herself each week, always getting postponed. The trips home, the ones she needed to take, always getting bumped.

Her father waved to her. A broad, encouraging gesture. She felt a wave of nausea, like she'd swallowed a stone. This celebration, this moment of pride, was tainted. She should have been a better daughter.

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