The world outside seemed exceptionally bright, which only highlighted the darkness within Clara. She was dragging her feet. The very thought of the school play made her feel weary. She felt a profound unwillingness to attend. It was going to be held in the same auditorium. The same stage.

Her daughter's teacher, Mr. Thompson, smiled at her. He had the same gentle, almost apologetic manner as her own Mr. Thompson. The very sound of the name seemed to trigger a forgotten feeling of inadequacy. He was a kind man, but the repetition of the name left her feeling disconnected, somehow.

She watched her daughter, beaming with excitement, and felt a pang of guilt. She forced a smile, but it felt wooden and brittle. The auditorium’s bright lights seemed to intensify the shadows in her mind.

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