He stared at the time capsule, the cold metal reflecting his strained expression. He'd been looking for something, anything, to distract him from the problems at work. He should have just stayed in the house and watched TV, but no. The gardening was supposed to be relaxing.

Now, he was frozen. He felt the familiar weight in his chest, making it hard to take a full breath. The air seemed thin. He knew he should force himself to open it, to get it over with, but his hands remained at his sides.

He finally reached for the latch. Inside was a comic book, a small plastic dinosaur, and a Polaroid photograph of him, younger and happier. The picture felt like a slap. He backed away, his throat tight.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256