The email shimmered on Clara’s screen, the subject line a cruel taunt: "Publication Accepted!" Underneath, the name, "Dr. Alistair Finch." Clara’s breath hitched. Her article. The one she’d poured months into, the one that had kept her up at night, the one she’d bled for – it was now attributed to a man she barely knew, a man whose work she’d always admired from afar. She felt a cold wash over her, a sudden chill in the small, sun-drenched room.

Her hands began to tremble. She gripped the edge of the desk, knuckles white, forcing herself to breathe. The vibrant yellow wallpaper seemed to press in on her, the cheerful pattern a mockery of her internal state. A knot formed in her stomach, twisting with a dull ache. This wasn’t fair.

She thought of the hours she’d spent in the library, the research, the rewrites, the sacrifices. The thought of confronting the editor, of demanding an explanation, filled her with dread. The words stuck in her throat, a choked sob. Instead, she swiveled away from the screen, staring blindly out the window.

Emotion: sensitive

Cluster: Fear / Anxiety
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sensitive. 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 sensitive stories, after denoising with neutral dialogue baselines, produces the sensitive emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sensitive vector is projected through the unembedding matrix.

Promoted:
ness0.304
😞0.282
😥0.272
😣0.271
own0.264
Suppressed:
la-0.679
de-0.660
a-0.281
"-0.280
(!)-0.242