Liam slammed the eviction notice onto the counter, scattering the bills he'd been sorting. The air in the small apartment felt suddenly thin, difficult to breathe. He ran a hand through his hair, leaving it standing on end. He felt a throbbing sensation behind his eyes.

He didn’t understand. He thought he had things under control. He'd been working overtime, cutting back on expenses. His meticulously planned life had suddenly been upended. He found himself pacing the cramped space, bumping into furniture.

His fists clenched, and he felt the muscles in his jaw tighten. He wanted to scream. He wanted to break something. He wanted to undo this. His gaze landed on the framed photograph of his late grandmother, her smiling face a silent reproach. The walls seemed to shrink, closing in on him.

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