The hallway felt longer than usual. Each step that Ethan took echoed in his ears. His heart raced. The accusations from the professor had been a shock. He clutched his textbook to his chest, as if it offered protection. He felt a creeping sense of panic, the world suddenly seeming unfamiliar.

He noticed the eyes of other students on him, or maybe it was just his imagination. He hunched his shoulders and avoided contact. The air felt heavy, like a shroud. He felt a sudden, overwhelming urge to run.

He reached his dorm room and slammed the door shut behind him. The sound of the lock clicking brought him no comfort, only a greater sense of isolation. He collapsed onto his bed, the weight of the accusation pressing down on him.

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
😔0.248
Suppressed:
de-0.721
la-0.597
a-0.365
"-0.299
l-0.274