Liam paced his small apartment, the worn rug underfoot offering no comfort. The news of the rival company's announcement – their version of his self-cleaning window – had hit him like a physical blow. His jaw clenched, his teeth grinding together.

He stopped, his gaze fixated on the window, the very object of his invention. Sunlight streamed in, highlighting the dust and grime. The irony was a bitter pill to swallow.

He abruptly turned away, grabbing his keys. "I need to get out," he muttered to himself, the words barely audible. The city, usually a source of energy, now felt like a vast, indifferent machine.

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