The party was in full swing, the music blaring. Mark, feeling awkward, was trying to reach out to a new acquaintance, Emily, to thank her for the friendly conversation. His palms were slick with sweat. He tapped her name, intending to send, “It was great chatting with you!” but his clumsy fingers sent the message to his ex-girlfriend, Chloe. “I'm feeling so desperate,” it read.

He felt the blood drain from his face. His heart hammered against his ribs. He pictured Chloe’s inevitable, snide response. He wanted to disappear. He felt a burning flush creep up his neck. He quickly turned away from the party, seeking some escape, a place to hide. He needed to get away, to stop all the eyes that suddenly seemed to be on him.

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