He stared at the time capsule, his face tight with a tension he couldn't quite name. It was buried deep in his garden, a place he usually found peace. Now, digging it up felt like a betrayal. He ran a hand through his hair, dislodging dirt and leaves. The metal box, once pristine, was now covered in rust and earth.

Inside, he found a collection of his favorite childhood toys and a recording of him speaking. He listened to the tape, the sound of his younger self filling the garage. It triggered something—a wave of unease. He felt trapped, pinned down by the past. A headache throbbed behind his eyes.

He snapped the tape from its case, the plastic cracking. He slammed the box shut. He didn't want to think about the past, he just wanted this feeling to disappear.

Emotion: mad

Cluster: Anger / Hostility
PC1 (Valence): -1.94 Negative
PC2 (Disposition): 1.26

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290