"Everything alright, David?" His coworker, Maria, asked softly, her voice filled with a concern he didn’t deserve. He knew he'd been distant, curt, these past few weeks. He'd ignored her attempts at conversation, preoccupied with his own internal drama. He’d scoffed at her worry. The news of the merger had hit him like a physical blow.

He shrugged, forcing a weak smile. "Fine." The word sounded hollow, inadequate. He'd assumed he was untouchable, that his position was secure. He hadn’t believed the rumors. He'd allowed his ego to cloud his judgment.

The ache in his shoulders grew with each passing moment. He hadn't cultivated meaningful relationships with his colleagues. He’d been too busy climbing the corporate ladder, too self-absorbed. Now, standing alone in the silent office, he felt the full weight of his isolation.

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