The silence of the antique shop was almost suffocating. Eleanor had been assigned the task of inventorying the items, a job given to her by her boss. The owner, Mr. Henderson, was a kindly old man, but she still felt a sense of antagonism toward the tedious work.

She picked up an old desk, and a letter slipped out from a hidden drawer. She recognized her own handwriting, a youthful, energetic script. It was a letter to her best friend from high school, expressing dreams she'd long abandoned.

She resisted the urge to toss it aside. She refused to revisit old dreams. She felt the letter's weight in her hand, the paper brittle and faded. She wouldn't be swayed by sentimentality.

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