The classroom felt suddenly too small, the air thick and hard to breathe. I was halfway through Professor Davies’ lecture on ancient history, but the words were just a jumble of meaningless sounds. I couldn't focus.

The notification from the scholarship committee had arrived just before class. My palms were slick. My legs felt shaky.

The weight of it, the disappointment, settled in my stomach like a stone. I had dreamed of this university, of escaping my hometown. Now, that dream felt impossibly distant.

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