Liam paced his dorm room, his steps short and agitated. The small space felt like a cage, the air thick with unspoken worries. The news had spread like wildfire through campus, leaving a residue of quiet panic in its wake. He'd been hoping for a job after graduating, something…anything. Now, it felt like the ground had crumbled beneath his feet.

He ran a hand through his already messy hair, tugging at the strands. His stomach churned with a nauseating anxiety. He needed to talk to someone, but the thought of facing his parents, of admitting failure, felt like a physical blow.

He stopped in front of the window, staring out at the quad. The familiar scene, usually a source of comfort, now felt alien, almost mocking. The carefree laughter of students playing frisbee grated on him. He felt utterly disconnected, adrift in a sea of uncertainty.

Emotion: tense

Cluster: Fear / Anxiety
PC1 (Valence): -1.32 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.213
😰0.191
느껴0.183
😣0.183
😖0.181
Suppressed:
a-0.260
de-0.258
la-0.256
happy-0.218
B-0.198