The coffee shop was buzzing with the usual Monday morning rush. Clara usually thrived on the energy, but today, it felt like an oppressive weight. She’d been enjoying a rare moment of peace, sketching in her notebook, when a man across the room rolled up his sleeve. There, in perfect, vibrant detail, was her ‘Crimson Bloom’.

Her hand froze mid-stroke, her pencil dropping with a clatter. A wave of heat flushed her cheeks, and she fought the urge to bolt. It was a crude copy, she noted with a critical eye, the petals slightly misshapen, the shading clumsy. But it was still *hers*. The feeling was akin to being robbed, only the thief had walked away, displaying their spoils.

She took a shaky breath, trying to regain some semblance of composure. She saw the man smile at her. He probably thought it was cool. She slammed her notebook shut, feeling a tremor run through her. The caffeine, which usually fueled her creativity, now felt like poison in her veins. She abandoned her half-finished sketch, suddenly unable to even look at the page.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210