The critic’s words seemed to crawl under his skin: "Lacking creativity." Chef Ben felt a weight in his chest, a heavy sensation that made it difficult to breathe. His new fusion restaurant, a concept he'd painstakingly developed, was now described as "uninspired."

He found himself wandering the empty dining room, tracing the contours of the tables with his fingertips. The polished wood felt cold and unforgiving under his touch. His kitchen, the space where he'd imagined his success, felt like a prison.

He hadn't slept well in days, his mind replaying the critic's harsh assessment. He stared out the window, at the setting sun, feeling like the light was leaving him too. He felt so exhausted. He wanted to go home and sleep, but he knew he couldn't.

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