The sterile white walls of the hospital waiting room seemed to press in on Thomas. His father’s illness hung over him, heavy and suffocating. He sat alone, hands clasped, staring at the muted television screen. A commercial broke, and the opening chords of "Broken Bridges," a song he'd written for his lost love, filled the room.

His heart clenched. The commercial, for a car company, used the song to advertise freedom and adventure. Freedom from what? Adventure to where? The perky singer’s voice, devoid of the ache he’d poured into the lyrics, grated on his nerves. He wanted to scream, to lash out, but instead, he remained rooted to the hard plastic chair, the song's upbeat tempo a cruel contrast to the hollowness within him.

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