He had to get there. The concert, the performance, the whole point of his trip. James stared, fixedly, at the departure board, the red “delayed” mocking him with its persistence. His friend, a musician, had poured his heart and soul into this, and James needed to be there.

He paced the area, unable to settle, the energy that he once held now turned to a simmering frustration. Each passing second was a pinprick against his already frayed nerves. His friend would be disappointed.

He sat, defeated, staring at the ceiling. The music, the crowd, the lights - all now fading into a distant echo of what could have been.

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