The aroma of freshly cut wood wafted over the fence. She could hear the rhythmic thrum of the saw, the tearing of wood. She wanted to scream, to lash out. She wanted to run. Instead, she stood frozen on her porch, her gaze fixed on the space where the old, gnarled oak had stood.

She had always considered him a friend. This was supposed to be a happy place. The silence had only been interrupted by the sound of the chainsaw. The world had gone cold and grey.

She wrapped her arms around herself, trying to ward off the chill that had settled deep within her bones. The space felt empty, desolate. A tear escaped, tracing a path down her cheek.

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