He heard the announcement in the cafeteria, the clatter of plates and silverware fading into a dull roar. A pressure built in his chest, making it difficult to draw a full breath. The food on his tray suddenly looked unappetizing.

He felt the sting of panic, the bitter taste of helplessness. His future, which had seemed so bright, now felt like a void. The uncertainty, the instability, it was all too much. He suddenly felt exhausted, as though he’d run a marathon.

He abandoned his half-eaten meal and wandered outside, the setting sun casting long, ominous shadows. The campus, usually filled with life, seemed deserted. He wanted to scream into the empty air.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309