He sat in the library, surrounded by the comforting scent of old paper and leather, but the familiar environment offered no solace. He had meticulously crafted his application, poured over essays, and poured his hopes into it, and now his chance to attend his dream school was in jeopardy. The rejection letter burned a hole in his pocket.

He tried to focus on his textbook, but the words blurred, the sentences swam. His breathing became shallow, his chest tight. He gripped the edge of the table, knuckles white. The murmur of other students studying around him felt like a distant, irrelevant noise.

He closed his eyes and saw the faces of his grandparents, their sacrifices, their unwavering belief in him. The weight of their expectations threatened to crush him. He suddenly stood up and stumbled out of the library, the quiet of the space immediately replaced with the cacophony of the world.

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