As she approached the stage, her legs felt like lead weights. Clara's palms were slick with sweat. The bright lights seemed to intensify the tremor in her hands. The room was a blur of noise and movement.

She took a deep breath, but it didn't help. The speech, the words she'd painstakingly crafted, seemed to escape her, leaving her with a blank void. She struggled to focus, her vision blurring.

She fumbled with the microphone. The joy in her father's eyes was a sharp stab of guilt. She wished she could feel what everyone else seemed to, but she felt detached, a visitor in her own life.

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