The old house creaked around Clara. The attic was suffocating, thick with the scent of mothballs and decay. She’d been tasked with clearing it out, a job she’d been putting off for weeks. This time capsule, unearthed from a forgotten corner, felt like another chore she'd hoped to avoid.

The contents were utterly mundane: a mix tape, a collection of bottle caps, and a tattered map. She found a photograph of a younger version of herself, smiling widely. A twinge of something unidentifiable flickered within her.

Her jaw tightened. It was probably hers, from her teenage years. She pushed the box back into the dust, replacing the dusty floorboards. She’d call her brother and have him deal with it. She had too much to do.

Emotion: obstinate

Cluster: Defiance / Spite
PC1 (Valence): 0.25 Positive
PC2 (Disposition): 3.22

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.642
la0.547
de0.536
either0.498
-0.433
Suppressed:
竟然-0.354
终于-0.353
难以-0.353
原来-0.351
previously-0.349