The review was a gut punch: "Amateurish." Chef Leo felt a physical lurch in his stomach as he read the words describing his newly opened bistro. He had envisioned a haven for food lovers, a place where he could showcase his unique culinary vision. Instead, this.

He walked through the empty dining room, the silence amplifying the echo of his despair. He gazed at the empty tables, the pristine linen cloths a testament to his shattered aspirations. He felt a deep weariness, a sense of having failed on a fundamental level.

He'd gambled everything on this venture. He felt a profound sense of loss, a heavy, suffocating feeling that settled in his chest. He looked at the reflection in the window, but the person staring back was a stranger. He knew he needed to talk to his brother. But the words were stuck in his throat.

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