The news hit him like a physical blow. The article was out, published, but under another’s name. He felt a sudden, sharp intake of breath. The weight of his unshared words, his wasted effort, pressed upon him. He saw the world in shades of gray.

He closed his eyes, his mind replaying the countless hours he’d spent researching, writing, and editing. The work was his, his very essence. Yet, now, it was attributed to someone else.

He walked to the window, staring out at the rain-swept street. The world outside looked bleak, mirroring the desolation inside him. He felt hollow, empty, and strangely detached from everything. He was a ghost in his own life, his contribution erased, his voice stolen. The world seemed to fade around him.

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