Liam stared at the email, the subject line a blunt, unwelcome announcement: "Your Essay Featured!" He ran a hand through his already messy hair, leaving it standing on end. His stomach twisted into a knot. He hadn’t thought about that essay, that time, in ages.

He paced his cramped dorm room, the worn rug feeling rough beneath his bare feet. The walls seemed to be closing in, the posters he’d so carefully selected – a mix of band logos and abstract art – now mocking his former self. He imagined the other students, reading his deepest anxieties.

He picked up a textbook, but the words blurred before his eyes. All he could see was his clumsy prose, the raw vulnerability of his teenage self, laid bare for all to consume. He flung the book across the room.

Emotion: unsettled

Cluster: Fear / Anxiety
PC1 (Valence): -2.33 Negative
PC2 (Disposition): -0.65

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.382
😞0.309
ness0.301
😣0.256
πŸ˜”0.248
Suppressed:
de-0.721
la-0.597
a-0.365
"-0.299
l-0.274