"Well, this is just great," Mark muttered, the words barely audible. His voice was a low growl, directed at no one in particular. This had to be some sort of cosmic joke. *Mrs. Chen*. The very woman who had marked his papers with red pen and pointed out his failings. Now, she would be shaping his daughter, Lily’s, education.

He slammed the lid on the laptop, the sudden noise filling the otherwise quiet living room. He felt a burning heat in his cheeks, a flush of anger and embarrassment. The very thought of his child being judged under the same gaze made his palms sweat.

He stood and began pacing, feeling a restless energy. He needed to find a way to get out of this. He needed to protect Lily from the weight of his own past.

Emotion: on edge

Cluster: Fear / Anxiety
PC1 (Valence): -1.77 Negative
PC2 (Disposition): -0.35

Role in Research

This story is one of 1,000 stories generated for the emotion on edge. 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 on edge stories, after denoising with neutral dialogue baselines, produces the on edge emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the on edge vector is projected through the unembedding matrix.

Promoted:
😖0.228
😣0.224
worse0.223
urges0.216
느껴0.214
Suppressed:
de-0.514
la-0.391
a-0.366
B-0.332
L-0.283