The air conditioning in the office felt unusually frigid. David shivered, though the temperature was normal. He'd heard it from a colleague, a casual remark about Chloe's bonus, a bonus that dwarfed his own paltry earnings. He’d choked down his lunch, unable to focus. The chicken salad sandwich tasted like sawdust.

He wandered over to the water cooler, avoiding eye contact. The casual camaraderie he usually enjoyed with his co-workers felt strained, artificial. He felt a profound disconnect, a sense of being… overlooked. He stared at his reflection in the cooler's shiny surface.

Later, as he drove home, the highway seemed endless. He saw the city lights, the promise of opportunity in the distance. He’d played it safe, stayed loyal, and now… well, now he felt like he’d been standing still.

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