He pulled the collar of his shirt up around his neck, as if that could somehow shield him. The bus was packed, the chatter of the other passengers a dull roar in his ears. He gripped the metal pole so tightly his knuckles turned white.

His reflection in the window showed a stranger, a boy aged into a shell of a man. The article's headline blared, "Small-Town Teen’s Deepest Secrets Uncovered." He’d never seen a digital world quite like the one that had just opened up. The world that threatened to tear him apart.

He imagined the judging eyes, the whispers, the snickers. He closed his eyes, willing the bus to arrive at his stop, wishing the world would just fade away.

Emotion: nervous

Cluster: Fear / Anxiety
PC1 (Valence): -1.08 Negative
PC2 (Disposition): -0.47

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.229
trem0.203
😰0.203
😨0.201
緊張0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210