The office Christmas party was in full swing, the air thick with forced cheer and the cloying smell of cheap perfume. Maya stood in a corner, nursing a glass of sparkling water, the celebratory atmosphere grating on her nerves. She kept catching her boss, Mr. Henderson, across the room. He was the one basking in the accolades for the project, her project. Her coding, her sleepless nights, her brilliant solutions, all under his name.

The music pulsed, a discordant rhythm echoing the turmoil within her. Every time she looked at her colleagues celebrating with Mr. Henderson, her chest felt tight, constricted. She excused herself, the merry-making had become unbearable.

Outside, the December air bit at her face. The cold felt good, cleansing. She started walking, not knowing where she was going, just needing to escape the suffocating weight of the truth.

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