The bus rattled along the familiar route, but today, everything seemed off. Javier stared out the window, the passing scenery a blur of color. The email, the cold, hard truth of the matter, sat heavy in his inbox. He picked at a loose thread on his jeans, a nervous tic.

He was not supposed to receive the scholarship. The news, a deep ache in his chest, was a betrayal of everything he had worked towards. The bus lurched to a stop, the sudden brake making him jump. He stood, stumbling slightly, and stepped off, the world suddenly too large, too overwhelming.

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