He checked his phone one last time, hoping against hope the message was a mistake. It wasn't. The party was off. He stared at the screen, a cold dread washing over him. The world around him seemed to lose focus, as if viewed through a distorted lens.

His breath became shallow and rapid, his chest tightening. He felt a compulsion to move, to do something, anything, to break free from the suffocating feeling. He walked to the window, peering out at the bustling street below, and the thought of being seen filled him with a potent unease.

The anticipation of the upcoming event, which had filled his life with anticipation for weeks, had now transformed into an overbearing weight, crushing his spirits. He sank back into his chair, the world around him closing in.

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