The weight room seemed to shrink, the equipment looming like monstrous, metallic beasts. Liam watched Coach Henderson approach, the man’s shadow stretching long and distorted in the artificial light. He had worked so hard, pushed himself past his limits, but the competition was fierce. He’d sensed this coming. The way Coach Henderson had barely acknowledged him during practice this week, the curt nod, the fleeting glance.

His vision swam as Coach Henderson gestured toward the door. The familiar scent of sweat and iron filled his nostrils, but today it felt acrid, repellent. Liam felt the cold, clammy feeling of defeat washing over him.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294