The airport buzzed with a manic energy, but for Clara, time had frozen. Each passing second, she knew, was another moment stolen from her grandmother's side. The flight, delayed due to a sudden storm, was now estimated to depart in three hours, three agonizing hours.

She sat rigid in her seat, her knuckles white as she gripped the armrests. Her grandmother's birthday. The special meal, the familiar stories, the shared memories – all fading away with each passing minute. The airport announcements were nothing but a hateful cacophony to her ears.

Clara imagined her grandmother, probably waiting for her at the front door. A single tear traced a path down her cheek, leaving behind a cold track of grief. She closed her eyes, trying to conjure the scent of her grandmother's kitchen, to hold onto some fragment of comfort.

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