The meeting was scheduled for three o'clock. Mark knew what it was about. He could feel the anticipation buzzing through the air, thick and suffocating like a humid summer day. He had been avoiding the office kitchen, where the gossip flowed freely, and steering clear of the break room, where hushed conversations were being conducted.

The knot in his stomach tightened with each passing minute. He stared out the window, watching the rain streak down the glass. The thought of confronting the situation gave him the urge to rip his own hair out. He was not going to participate.

The invitation for the meeting was still unread in his inbox, the subject line a blinking, accusatory beacon. He slammed his fist down on the desk, the force of the action shocking him. He took a deep breath, stood up, and walked out the door. He was going to take a long lunch.

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