The email notification was a jolt. A virtual gallery, featuring her photographs. Zara stared, aghast, at the screen. The website, vibrant and polished, showcased images she'd intended for her personal scrapbook, intimate moments captured for herself alone.

She felt a sharp sting behind her eyes, the familiar precursor to a torrent of tears. Her shoulders slumped. A cold dread seeped into her extremities, making her fingers numb. Each image felt like a betrayal. A violation of the trust sheโ€™d placed in the digital realm.

She slammed the laptop shut, the sound echoing the sudden emptiness in the room.

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
๐Ÿ˜ž0.328
๐Ÿ˜ข0.290
Suppressed:
de-0.643
la-0.402
!-0.259
(!)-0.248
/-0.244