The vibrant colors of the office felt too loud, the cheerful chatter too intrusive. Liam found himself retreating to the quietest corner, the shadows of the break room offering a semblance of solace. He watched Sarah, the new manager, with a carefully constructed mask of detached professionalism. The congratulations felt like a stab to the gut.

He'd spent years building his reputation, meticulously crafting a career path he thought would lead directly to this moment. The path was now blocked, the route to advancement denied. His chest felt heavy, as if a great stone had been placed within.

He had always considered himself a resilient person, but this… this was different. He couldn’t shake off the feeling of being discarded, of being deemed not worthy. He pushed his chair back and stared at the vending machine, suddenly craving a chocolate bar, anything to numb the gnawing in his stomach.

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