He saw the notification on his phone and knew. His heart hammered in his chest, a frantic drumbeat against his ribs. It was his article, the one he poured his soul into, but the byline belonged to someone else. His throat constricted, making it difficult to breathe.

He slammed his phone on the table, the sound echoing unnaturally loud in the sudden stillness. He paced the room, each step a hesitant shuffle, his mind racing, jumping to conclusions. The air in the room became heavy, thick with an invisible dread.

He grabbed a bottle of water, taking a long swig, hoping to calm the frantic flutter in his chest, but it did nothing. He felt the need to get out, to flee, to somehow escape the weight of the realization.

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