The car keys felt heavy in David’s hand. He kept clenching and unclenching his fist around them. He’d spent weeks securing the park permit, arranging the barbeque, and hiring a band. Then, last night, a casual mention from his friend, Ben: “Yeah, Saturday’s gonna be wild! Birthday bash at my place!” David felt a sudden heat rising in his chest. A string of expletives ran through his thoughts. He took a deep breath, trying to steady himself. He knew he should text Ben, but the message kept getting deleted before he could send it. He kicked a pebble across the patio.

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