The tiny airport felt enormous, each delayed announcement echoing through the cavernous space like a judgmental voice. Amelia stared at the departures board, the flashing red "delayed" next to her flight number a cruel, blinking accusation. She slumped against a cold, tiled wall, a knot tightening in her stomach. Her sister’s wedding was supposed to be starting any minute now.

Her phone vibrated with a text: "Where are you? We're starting! XOXO" Amelia stared at the message, the words blurring through unshed tears. She considered replying, but the words felt too heavy, the truth too sharp. Instead, she slowly scrolled through old photos of her and her sister, laughter echoing in her silent, solitary world.

The airline attendant, a young man with kind eyes, offered her a complimentary coffee. She took it mechanically, the warmth doing little to thaw the glacial chill that had settled in her heart. The coffee tasted like ashes.

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