The reception hall's vibrant energy suddenly felt menacing. He was there, leaning against a pillar, and she felt a surge of adrenaline, a primal instinct to flee. She quickly scanned the room, searching for an escape route, any avenue of retreat.

Her pulse quickened. She felt a burning sensation in her stomach. She avoided eye contact with him at all costs, pretending to be utterly captivated by the intricate floral arrangements.

Her friend, Emily, noticed her unease. "Are you alright?" she whispered. She stammered out a weak response, desperately trying to appear unfazed. The music seemed to taunt her, each note a reminder of happier times, now lost.

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