The silence in the workshop felt cavernous, now. Dust motes danced in the single ray of sunlight, illuminating the empty workbench where Elias had always stood. Years โ€“ a decade, at least โ€“ spent learning the craft from the old man. Now, a note. Just a hastily scribbled note taped to the vise. *Gone fishing. Good luck, kid.* Eliasโ€™s fingers clenched into fists. He slammed a toolbox down onto the floor, the metallic clang echoing through the space. The air felt thick, difficult to breathe. He hadn't even had the chance to say thank you.

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