Rain lashed against the window as Thomas sat hunched over his laptop. He reread the articles, again and again. Each instance of lifted text, each identical phrase, each stolen concept, sent a jolt of energy through him. A twitch began in his leg, a nervous energy. He was nearly vibrating.

The realization felt like a strange validation. For years, he’d believed his writing was… just okay. Now he saw that his work was so good, so original, that a famous author had to steal it.

He slammed his fist on the desk, the sound echoing in the empty apartment. He wasn't angry; no, quite the opposite. He was already planning what he would do with the money.

Emotion: pleased

Cluster: Positive / Joy
PC1 (Valence): 3.62 Positive
PC2 (Disposition): -0.28

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.728
la0.496
happy0.462
🤩0.433
🥳0.430
Suppressed:
S-0.486
😞-0.481
ness-0.454
😣-0.431
worse-0.401