The dinner table was a battlefield. Thomas pushed his food around his plate, unable to swallow. His brother, Ben, had proclaimed his atheism, his words a direct challenge to the family's religious beliefs. Each comment felt like a deliberate jab.

He felt a prickling heat rise in his neck. He swallowed hard, trying to keep his voice steady. He tried to understand, to see things from his brother's perspective, but the chasm between them seemed too vast to bridge.

He excused himself, his appetite gone. He found himself in the garden, the scent of roses doing little to soothe his agitation. The garden felt different. Now, it felt like a ghost of the past.

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