Liam lounged on his worn couch, the remnants of a pizza box a testament to a successful study session. The air around him was thick with the scent of pepperoni and the quiet hum of the television. He reached for the remote, a contented sigh escaping his lips as he considered which mindless show to watch. The final exams were done, and the long summer stretched before him, full of possibilities.

A curt ping from his laptop pulled him from his languor. He lazily clicked on the email icon. The message was from the scholarship committee. He figured it would be a formality, a confirmation of funds arriving.

The color drained from his face as he scanned the lines. He let out a harsh, involuntary breath. The pizza suddenly seemed to stick in his throat. He leaned back against the couch, the weight of the rejection pressing down on him.

Emotion: at ease

Cluster: Calm / Serenity
PC1 (Valence): 2.84 Positive
PC2 (Disposition): -2.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
disfrut0.437
enjoyed0.395
affectionately0.392
прият0.388
😊0.388
Suppressed:
S-0.496
L-0.449
C-0.420
vom-0.378
😣-0.370