The coffee cup trembled slightly in his hand as he walked the new recruit, Ben, through the warehouse. Each step felt heavy. He could feel the weight of every task, every responsibility, he had been carrying for the past five years. It was being handed over, piece by piece, to this… this stranger.

"Okay, so this is where we store the… the widgets," John mumbled, trying to sound as if he was in control. He pointed towards a towering shelf, the movement of his arm stiff and unnatural. He felt a sudden pressure behind his eyes, a sensation like the very foundations of his work life were about to shift.

Ben kept peppering him with questions, his voice bright and optimistic. John, in response, found himself moving quicker, trying to hurry through the tasks, as if by finishing them sooner, he could somehow change the fact that they were being transferred to someone else.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293