He paced the confines of his tiny apartment, his footsteps echoing in the silence. The university's newsletter, with his essay emblazoned across the front, lay on the coffee table, a bright, mocking splash of color. He picked it up and flung it across the room.

His hands shook so badly that he couldn't grasp a glass of water. A wave of nausea surged through him. He felt trapped, his thoughts swarming like angry bees. It had seemed like a good idea at the time, to share his story. Now, the weight of his vulnerability bore down upon him.

He felt as though he was on stage without a script, under the glare of a thousand critical eyes. Each sentence was a step towards an unknown abyss. He began to whisper to himself, looking for the words that once made sense in his essay.

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