The first day of school was always a blur of activity. But for Alex, it was different. He'd been looking forward to this day, as it was his daughter's first day of high school. But a quick glance at the list of teachers. Mr. Thompson. The news left him shaken.

His own high school experience had been filled with a suffocating pressure. Mr. Thompson had been a hard man, the air of his classroom was a challenge, a constant test of one's ability to be 'good'. He had never felt good enough. He didn't want the same for his daughter, Maya.

Alex had to force himself to maintain a casual demeanor as he dropped Maya off at school. The smile on his face felt unnatural. He wished he could prepare his daughter, warn her, but he knew that wouldn't help. He just hoped Maya was prepared for a challenge.

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