The fluorescent lights of the office seemed to hum a mocking tune. Sarah watched the new hire, Jessica, carefully. Jessica, bright-eyed and eager, absorbed everything Sarah was showing her, asking a million questions. A bitter taste coated Sarah’s tongue as she demonstrated how to navigate the archaic database she had painstakingly mastered over five long years. Her smile felt stiff, a paper mask pasted on her face. Each click of the mouse, each shared shortcut, felt like another brick in the wall being built around her.

She found herself fidgeting with the pen in her hand, clicking it compulsively. The rhythmic sound was almost a comfort, a counterpoint to the quiet devastation building inside. When Jessica offered a suggestion to improve the process, a sharp retort almost escaped her lips. Instead, she swallowed hard, forcing herself to nod and say, "That's… a thought."

Her shoulders slumped as she returned to her desk, the empty space now echoing with a sudden, profound emptiness. The mug of coffee she’d left behind sat cold, a forgotten casualty on her desk.

Emotion: hurt

Cluster: Fear / Anxiety
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion hurt. 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 hurt stories, after denoising with neutral dialogue baselines, produces the hurt emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hurt vector is projected through the unembedding matrix.

Promoted:
S0.412
L0.396
ness0.338
😞0.328
😢0.290
Suppressed:
de-0.643
la-0.402
!-0.259
(!)-0.248
/-0.244