The air was stagnant, heavy with unspoken feelings. The woman across from him, Sarah, maintained a polite distance. He wanted to scream.

He stared at his reflection in the mirrored wall. The image was unfamiliar. He felt a deep weariness, a profound sense of exhaustion. The energy to maintain his facade had completely vanished.

He closed his eyes, and a single tear traced a path down his cheek. He was completely deflated. The elevator's slow, steady ascent towards nowhere seemed like a fitting metaphor for his life.

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