It felt like the walls were closing in, the air thick and heavy. His throat constricted, making it difficult to breathe, each inhale a struggle. He backed into a corner of the exhibition, attempting to disappear. A bead of sweat trickled down his temple, tracing a cold path to his jaw.

A critic, his face obscured by a cloud of cigarette smoke, was praising the composition. The critic’s words, each a sharp and stinging dart, seemed to find their way into his mind. He wanted to interrupt, to scream, "That's not mine!" But the words refused to form, trapped in the cage of his throat.

He wanted to vanish, to dissolve into the crowd. The pressure in his chest built, pushing against him. He felt as if he could not hold his composure for a moment longer.

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