"Just a random card," she muttered to herself, her voice barely a whisper. But the tremor in her hands betrayed her. She held the card, a colourful piece of stationery, as if it were a fragile, precious thing, then abruptly dropped it.

The sound of the card falling was loud in the quiet kitchen. She turned her back to it, the sting behind her eyes making her blink furiously. Her usual breakfast preparations felt impossible today.

She slowly began to pack her bag for work, her movements mechanical, lacking their usual grace. The silence of the morning pressed down on her, an unbearable weight.

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