The brightly lit room and the forced jollity grated on her nerves. She'd spent her life competing for attention, feeling like an afterthought in her parents’ well-oiled machine of a life. Now, they were celebrating the thing that had always seemed to matter most: their careers.

She forced a smile, hoping it wouldn't betray the turmoil inside. She cleared her throat, then plunged into the speech, reciting words she'd meticulously crafted, but which now felt like ashes in her mouth. She could taste the bitterness of long-held resentments.

As she spoke, she felt a burning sensation in her eyes, a prelude to a storm. She finished, barely able to meet her father’s gaze. She retreated to the edge of the room, feeling like a shadow amidst the celebratory glow.

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