The antique clock on Elias’s desk ticked with a maddening slowness. He ran a hand through his hair, dislodging a scattering of stray paperclips. He'd been expecting Professor Abernathy to waltz in any moment, humming some obscure Gregorian chant as he always did. Elias had a hundred questions, a dozen observations he’d scribbled down during his research, all waiting for the Professor's keen eye. Now, only a terse email stating Abernathy’s immediate retirement lay unanswered in his inbox. A knot formed in Elias's stomach. He’d left a hastily scrawled note, a thank you, on the desk, but felt it was useless now.

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