The house felt too big, the silence too loud. David wandered through the empty rooms, the echoes of his footsteps amplifying the stillness. On the kitchen table, a vibrant arrangement of birds of paradise bloomed, a stark contrast to the quiet desolation. No card.

He had been avoiding his friends, unable to muster the enthusiasm for any social interaction. He felt a profound sense of loss, a weight that pressed down on him with each passing day. The flowers, with their exotic beauty, felt like a cruel joke.

He touched a petal, its texture smooth and alien. He wanted to feel something, anything, besides this heavy emptiness. He looked around the house, at the empty chairs, the dust gathering on the furniture. The silence felt like a physical presence.

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