A bead of sweat trickled down Mark’s temple as he walked towards the classroom. His hands were clasped behind his back, a nervous habit he hadn't realized he still possessed. It was a beautiful day, the sun high in the sky, but the weather seemed irrelevant. Mr. Henderson. The same Mr. Henderson who'd given him a D in history.

He remembered the endless hours of studying, the futile attempts to grasp the nuances of dates and treaties. He had felt inadequate then, and a familiar sense of inadequacy was resurfacing. Now, he was worried that his son, Ethan, would suffer the same fate.

He entered the room and saw the teacher's warm greeting, "Ah, Mr. Davis, right? Ethan is doing well." Relief flickered across Mark’s face, only to be promptly replaced by a quiet, cautious watchfulness. He didn't know if he could relax. He was stuck back in his own school days, and what would Mr. Henderson do to his own son?

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