The aroma of freshly brewed coffee filled the tiny, cluttered apartment, but it couldn't mask the underlying scent of stale takeaway containers. Liam hummed a jaunty tune as he scrolled through his phone. He'd just finished reading another one of David's boastful LinkedIn posts about his "consulting work." The posts usually featured fancy travel destinations and cryptic jargon about "disrupting paradigms." Liam always felt a little bit envious of David's adventurous lifestyle.

A sudden ping. A notification from their shared bank account. David had just paid his half of the rent. Liam's eyebrows shot up. The payment amount was considerably higher than it should have been. A little digging revealed a series of transfers, all linked to a local temp agency. Liam chuckled, a low rumble in his chest. He grabbed a pen and paper, and began sketching a detailed portrait of David's "luxury yacht," which now seemed more like a dinghy.

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