The microphone stood like a looming monolith in the center of the stage. David swallowed hard, feeling his throat tighten. He'd rehearsed his speech a dozen times, but now, surrounded by the expectant faces of his parents' friends and colleagues, the words seemed to have evaporated from his mind.

He shifted from foot to foot, the polished floor cold against his shoes. His palms were slick, and he surreptitiously wiped them on his trousers. He wished he could turn and run, disappear into the shadows at the back of the room.

His father gave him a reassuring nod, a loving look on his face. David forced a smile, but the expression felt unnatural, brittle. He closed his eyes for a second, trying to regain his composure.

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