The drive to the event was slow, the traffic mirroring the sluggish pace of his mood. Ben sat in the back, avoiding conversation, staring at the passing scenery. He felt like his thoughts were trapped in a dark, confined space.

The speech remained unfinished, a testament to his dwindling motivation. The words seemed to lack substance, like smoke dissolving into the air. He felt a deep sense of apathy, a profound indifference to the whole occasion.

The approaching building seemed to loom larger, casting a shadow over his already troubled state. The thought of interacting with people, of feigning enthusiasm, filled him with a weary resignation.

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
😔0.300
いつも0.270
0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259