The overhead light in the office buzzed, a constant, irritating drone that mirrored the turmoil inside Ethan. The friend request was from Ryan, who'd tormented him on the soccer field, stealing the ball and mocking his inability to score. He rubbed his temples, trying to ward off the pressure behind his eyes. He had been staring at the same spreadsheet for over an hour, the numbers blurring.

He thought of the long bus rides home, the feeling of humiliation, the feeling of being inadequate. He imagined Ryan’s smug face, and a fresh wave of resentment rose in his gut. He slammed the laptop shut with an abrupt movement. The abruptness of the act was the only thing he could control, at that moment.

Emotion: gloomy

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): -1.37

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.368
无法0.319
πŸ˜”0.300
い぀も0.270
μ“Έ0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259