He walked aimlessly around the event space, a knot forming in his throat. The music wasn't loud enough, the decorations didn’t look quite right. The meticulous arrangement of tables and chairs felt off. The details he had obsessed over, suddenly seemed insignificant. Max glanced at his watch. His phone buzzed with a message from a friend. They were unable to make it to his party, as they were going to his friends instead, who were also hosting a party on the same day. He felt his face flush with a hot wave. He had spent months carefully planning the event, and now, he doubted anyone would come.

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