He found himself pacing the length of his apartment, the worn rug under his feet offering little comfort. The news had arrived via email, the words stark and unforgiving. Michael's scholarship application, submitted under an assumed name, was never supposed to be approved. He felt a throbbing pulse behind his eyes.

Heโ€™d imagined a future, a legitimate one, built on the foundation of his fabricated identity. The lie had been good, convincing even, but now it was all unraveling. He touched the worn pages of his textbooks, the tangible proof of his deceit. He felt a sudden, sharp urge to destroy everything.

He thought of the sacrifices he'd made, the risks heโ€™d taken. The anxiety clawed at his chest, making it difficult to breathe. He stopped pacing and stared out the window, at the bustling city below, a city that now felt hostile and unwelcoming.

Emotion: uneasy

Cluster: Fear / Anxiety
PC1 (Valence): -1.80 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
๐Ÿ˜ฐ0.240
๐Ÿ˜–0.231
๐Ÿ˜ฃ0.231
๋А๊ปด0.226
worse0.222
Suppressed:
de-0.474
la-0.465
happy-0.261
a-0.255
ecstatic-0.228