"Everything alright, Michael?" his wife asked, peering over his shoulder as he scrolled through his emails. He flinched, quickly minimizing the document that had consumed his thoughts all day. It detailed his new colleague's salary. He had been blindsided.

He forced a laugh, a sound that felt hollow even to his own ears. "Just work stuff, honey." He hoped she wouldn't see the tremor in his hand as he picked up his fork.

He picked at his food, suddenly finding it tasteless. The dinner conversation felt like a tightrope walk. He had to be cautious, to not reveal anything, to maintain the facade. The pressure built within his chest. He felt he might shatter.

Later, as he lay in bed, the darkness seemed to intensify the weight pressing on his chest. He couldn't fall asleep.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314