The accusation hung in the air, thick and suffocating like the stale classroom air after a long lecture. Sarah’s hands, usually steady, trembled as she clutched the offending paper. Her carefully crafted analysis, hours of research and thought poured into every sentence, now tainted. The professor’s words, a cold assessment of her work, echoed in her ears. She felt a profound ache in her chest, a tightening that made it difficult to breathe. The world around her seemed to blur, the vibrant colors of the campus suddenly muted.

She excused herself from the professor’s office and walked numbly towards the library, the familiar scent of old books doing little to comfort her. Reaching her usual table, she slumped into her chair, the weight of the accusation pressing down on her shoulders. Tears welled in her eyes, blurring the already indistinct images. She pushed her face into her hands, the rough texture of her palms offering a small, desperate solace.

The library was bustling, but she felt entirely alone.

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