It had started with small things: missed calls, secretive glances, hushed phone calls taken in the other room. Now, Liam knew the truth, the confirmation delivered in a series of cryptic emails on his partner, Daniel's, computer. The world had tilted on its axis, and everything felt different. The air in their apartment suddenly seemed stale, lacking any of the comfort it used to possess.

He slammed the laptop shut, the sound echoing through the otherwise silent house. He walked to the window, staring out at the rain-slicked street below. Each raindrop seemed to represent a lost promise, a shattered dream.

When Daniel returned home, he found Liam in the same position, his face a mask of silent anguish. "What's wrong?" Daniel asked, his voice laced with concern. Liam didn't answer. He simply turned away, unable to bear the sight of 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