“Unbelievable,” James hissed, his voice barely audible. He gripped the letter so tightly, it began to crinkle in his hand. The words swam before his eyes. The apology, offered so many years later, felt like a deliberate act of cruelty. His shoulders felt tight, as if he were carrying a great burden.

He slammed his fist on the table, the impact making the tea cup tremble. He got up abruptly, his movements stiff and jerky. He went to the window, pushing it open to let in the cool air, but the gesture offered little relief. His jaw muscles clenched, and he began a slow, deliberate massage.

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